Integrating Web Resources and Lexicons into a Natural Language Query System. - Boris Katz; Deniz Yuret; Jimmy Lin; Sue Felshin; Rebecca Schulman; Adnan Ilik; Ali Ibrahim; Philip Osafo-Kwaako (ICMCS, Vol. 2, 1999)

Comparative Evaluation of a Natural Language Dialog Based System and a Menu Driven System for Information Access: a Case Study. - Joyce Yue Chai; Jimmy Lin; Wlodek Zadrozny; Yiming Ye; Malgorzata Budzikowska; Veronika Horvath; Nanda Kambhatla; Catherine G. Wolf (RIAO, 2000)

Gathering Knowledge for a Question Answering System from Heterogeneous Information Sources. - Boris Katz; Jimmy Lin; Sue Felshin (HTLKM@ACL, 2001)

Data-Intensive Question Answering. - Eric Brill; Jimmy Lin; Michele Banko; Susan T. Dumais; Andrew Y. Ng (TREC, 2001)

The Role of a Natural Language Conversational Interface in Online Sales: A Case Study. - Joyce Y. Chai; Jimmy Lin; Wlodek Zadrozny; Yiming Ye; Margo Stys-Budzikowska; Veronika Horvath; Nanda Kambhatla; Catherine G. Wolf (Int. J. Speech Technol., 2001)

Annotating the Semantic Web Using Natural Language. - Boris Katz; Jimmy Lin (NLPXML@COLING, 2002)

Natural Language Annotations for the Semantic Web. - Boris Katz; Jimmy Lin; Dennis Quan (OTM, 2002)

The Web as a Resource for Question Answering: Perspectives and Challenges. - Jimmy Lin (LREC, 2002)

The START Multimedia Information System: Current Technology and Future Directions. - Boris Katz; Jimmy Lin; Sue Felshin (Multimedia Information Systems, 2002)

Omnibase: Uniform Access to Heterogeneous Data for Question Answering. - Boris Katz; Sue Felshin; Deniz Yuret; Ali Ibrahim; Jimmy Lin; Gregory Marton; Alton Jerome McFarland; Baris Temelkuran (NLDB, 2002)

Web question answering: is more always better?. - Susan T. Dumais; Michele Banko; Eric Brill; Jimmy Lin; Andrew Y. Ng (SIGIR, 2002)

Extracting Answers from the Web Using Data Annotation and Knowledge Mining Techniques. - Jimmy Lin; Aaron Fernandes; Boris Katz; Gregory Marton; Stefanie Tellex (TREC, 2002)

Extracting Structural Paraphrases from Aligned Monolingual Corpora. - Ali Ibrahim; Boris Katz; Jimmy Lin (IWP@ACL, 2003)

The role of context in question answering systems. - Jimmy Lin; Dennis Quan; Vineet Sinha; Karun Bakshi; David Huynh; Boris Katz; David R. Karger (CHI Extended Abstracts, 2003)

Question answering from the web using knowledge annotation and knowledge mining techniques. - Jimmy Lin; Boris Katz (CIKM, 2003)

Better Public Policy Through Natural Language Information Access. - Boris Katz; Roger Hurwitz; Jimmy Lin; Özlem Uzuner (DG.O, 2003)

START: A Framework for Facilitating E-Rulemaking. - Boris Katz; Roger Hurwitz; Jimmy Lin; Özlem Uzuner (DG.O, 2003)

What Makes a Good Answer? The Role of Context in Question Answering. - Jimmy Lin; Dennis Quan; Vineet Sinha; Karun Bakshi; David Huynh; Boris Katz; David R. Karger (INTERACT, 2003)

Sticky notes for the semantic web. - David R. Karger; Boris Katz; Jimmy Lin; Dennis Quan (IUI, 2003)

Answering Questions about Moving Objects in Surveillance Videos. - Boris Katz; Jimmy Lin; Chris Stauffer; W. Eric L. Grimson (New Directions in Question Answering, 2003)

Quantitative evaluation of passage retrieval algorithms for question answering. - Stefanie Tellex; Boris Katz; Jimmy Lin; Aaron Fernandes; Gregory Marton (SIGIR, 2003)

Integrating Web-based and Corpus-based Techniques for Question Answering. - Boris Katz; Jimmy Lin; Daniel Loreto; Wesley Hildebrandt; Matthew W. Bilotti; Sue Felshin; Aaron Fernandes; Gregory Marton; Federico Mora 001 (TREC, 2003)

Answering Definition Questions Using Multiple Knowledge Sources. - Wesley Hildebrandt; Boris Katz; Jimmy Lin (HLT-NAACL, 2004)

A Computational Framework for Non-Lexicalist Semantics. - Jimmy Lin (HLT-NAACL (Student Research Workshop), 2004)

Viewing the Web as a Virtual Database for Question Answering. - Boris Katz; Sue Felshin; Jimmy Lin; Gregory Marton (New Directions in Question Answering, 2004)

Answering Questions About Moving Objects in Videos. - Boris Katz; Jimmy Lin; Chris Stauffer; W. Eric L. Grimson (New Directions in Question Answering, 2004)

Answering Multiple Questions on a Topic From Heterogeneous Resources. - Boris Katz; Matthew W. Bilotti; Sue Felshin; Aaron Fernandes; Wesley Hildebrandt; Roni Katzir; Jimmy Lin; Daniel Loreto; Gregory Marton; Federico Mora 001; Özlem Uzuner (TREC, 2004)

Event structure and the encoding of arguments: the syntax of the Mandarin and English verb phrase. - Jimmy Lin (2004)

Evaluating Summaries and Answers: Two Sides of the Same Coin? - Jimmy Lin; Dina Demner-Fushman (IEEvaluation@ACL, 2005)

"Bag of Words" is not enough for Strength of Evidence Classification. - Jimmy Lin; Dina Demner-Fushman (AMIA, 2005)

Automatically Evaluating Answers to Definition Questions. - Jimmy Lin; Dina Demner-Fushman (HLT/EMNLP, 2005)

Evaluation of resources for question answering evaluation. - Jimmy Lin (SIGIR, 2005)

Assessing the term independence assumption in blind relevance feedback. - Jimmy Lin; G. Craig Murray (SIGIR, 2005)

Fusion of Knowledge-Intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents. - Alan R. Aronson; Dina Demner-Fushman; Susanne M. Humphrey; Jimmy Lin; Patrick Ruch; Miguel E. Ruiz; Lawrence H. Smith; Lorraine K. Tanabe; W. John Wilbur; Hongfang Liu (TREC, 2005)

A Menagerie of Tracks at Maryland: HARD, Enterprise, QA, and Genomics, Oh My! - Jimmy Lin; Eileen G. Abels; Dina Demner-Fushman; Douglas W. Oard; Philip Fei Wu; Yejun Wu (TREC, 2005)

Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering. - Dina Demner-Fushman; Jimmy Lin (ACL, 2006)

The Role of Information Retrieval in Answering Complex Questions. - Jimmy Lin (ACL, 2006)

Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-Scale Ontology Translation. - G. Craig Murray; Bonnie J. Dorr; Jimmy Lin; Jan Hajic; Pavel Pecina (ACL, 2006)

Evaluation of PICO as a Knowledge Representation for Clinical Questions. - Xiaoli Huang; Jimmy Lin; Dina Demner-Fushman (AMIA, 2006)

Identification of user sessions with hierarchical agglomerative clustering. - G. Craig Murray; Jimmy Lin; Abdur Chowdhury (ASIST, 2006)

Generative Content Models for Structural Analysis of Medical Abstracts. - Jimmy Lin; Damianos G. Karakos; Dina Demner-Fushman; Sanjeev Khudanpur (BioNLP@NAACL-HLT, 2006)

Leveraging Recurrent Phrase Structure in Large-scale Ontology Translation. - G. Craig Murray; Bonnie J. Dorr; Jimmy Lin; Jan Hajic; Pavel Pecina (EAMT, 2006)

Will Pyramids Built of Nuggets Topple Over?. - Jimmy Lin; Dina Demner-Fushman (HLT-NAACL, 2006)

The role of knowledge in conceptual retrieval: a study in the domain of clinical medicine. - Jimmy Lin; Dina Demner-Fushman (SIGIR, 2006)

Exploring the limits of single-iteration clarification dialogs. - Jimmy Lin; Philip Fei Wu; Dina Demner-Fushman; Eileen G. Abels (SIGIR, 2006)

Action modeling: language models that predict query behavior. - G. Craig Murray; Jimmy Lin; Abdur Chowdhury (SIGIR, 2006)

Overview of the TREC 2006 Question Answering Track 99. - Hoa Trang Dang; Jimmy Lin; Diane Kelly 001 (TREC, 2006)

TREC 2006 at Maryland: Blog, Enterprise, Legal and QA Tracks. - Douglas W. Oard; Tamer Elsayed; Jianqiang Wang 002; Yejun Wu; Pengyi Zhang; Eileen G. Abels; Jimmy Lin; Dagobert Soergel (TREC, 2006)

Methods for automatically evaluating answers to complex questions. - Jimmy Lin; Dina Demner-Fushman (Inf. Retr., 2006)

Building a reusable test collection for question answering. - Jimmy Lin; Boris Katz (J. Assoc. Inf. Sci. Technol., 2006)

Different Structures for Evaluating Answers to Complex Questions: Pyramids Won't Topple, and Neither Will Human Assessors. - Hoa Trang Dang; Jimmy Lin (ACL, 2007)

Semantic Clustering of Answers to Clinical Questions. - Jimmy Lin; Dina Demner-Fushman (AMIA, 2007)

Concept Disambiguation for Improved Subject Access Using Multiple Knowledge Sources. - Tandeep Sidhu; Judith Klavans; Jimmy Lin (LaTeCH@ACL 2007, 2007)

Is Question Answering Better than Information Retrieval? Towards a Task-Based Evaluation Framework for Question Series. - Jimmy Lin (HLT-NAACL, 2007)

Deconstructing nuggets: the stability and reliability of complex question answering evaluation. - Jimmy Lin; Pengyi Zhang (SIGIR, 2007)

Overview of the TREC 2007 Question Answering Track. - Hoa Trang Dang; Diane Kelly 001; Jimmy Lin (TREC, 2007)

TREC 2007 ciQA Task: University of Maryland. - Nitin Madnani; Jimmy Lin; Bonnie J. Dorr (TREC, 2007)

PubMed related articles: a probabilistic topic-based model for content similarity. - Jimmy Lin; W. John Wilbur (BMC Bioinform., 2007)

Answering Clinical Questions with Knowledge-Based and Statistical Techniques. - Dina Demner-Fushman; Jimmy Lin (Comput. Linguistics, 2007)

User simulations for evaluating answers to question series. - Jimmy Lin (Inf. Process. Manag., 2007)

Multi-candidate reduction: Sentence compression as a tool for document summarization tasks. - David M. Zajic; Bonnie J. Dorr; Jimmy Lin; Richard M. Schwartz (Inf. Process. Manag., 2007)

Syntactic sentence compression in the biomedical domain: facilitating access to related articles. - Jimmy Lin; W. John Wilbur (Inf. Retr., 2007)

Presentation schemes for component analysis in IR experiments. - Paul B. Kantor; Jimmy Lin (SIGIR Forum, 2007)

Overview of the TREC 2006 ciQA task. - Diane Kelly 001; Jimmy Lin (SIGIR Forum, 2007)

An exploration of the principles underlying redundancy-based factoid question answering. - Jimmy Lin (ACM Trans. Inf. Syst., 2007)

Pairwise Document Similarity in Large Collections with MapReduce. - Tamer Elsayed; Jimmy Lin; Douglas W. Oard (ACL (2), 2008)

Scalable Language Processing Algorithms for the Masses: A Case Study in Computing Word Co-occurrence Matrices with MapReduce. - Jimmy Lin (EMNLP, 2008)

Computational linguistics for metadata building. - Judith L. Klavans; Carolyn Sheffield; Jimmy Lin; Tandeep Sidhu (JCDL, 2008)

How do users find things with PubMed?: towards automatic utility evaluation with user simulations. - Jimmy Lin; Mark D. Smucker (SIGIR, 2008)

Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment. - Saif M. Mohammad; Bonnie J. Dorr; Melissa Egan; Nitin Madnani; David M. Zajic; Jimmy Lin (TAC, 2008)

Fast, Easy, and Cheap: Construction of Statistical Machine Translation Models with MapReduce. - Chris Dyer; Aaron Cordova; Alex Mont; Jimmy Lin (WMT@ACL, 2008)

PageRank without hyperlinks: Reranking with PubMed related article networks for biomedical text retrieval. - Jimmy Lin (BMC Bioinform., 2008)

Navigating information spaces: A case study of related article search in PubMed. - Jimmy Lin; Michael DiCuccio; Vahan Grigoryan; W. John Wilbur (Inf. Process. Manag., 2008)

Single-document and multi-document summarization techniques for email threads using sentence compression. - David M. Zajic; Bonnie J. Dorr; Jimmy Lin (Inf. Process. Manag., 2008)

Toward automatic facet analysis and need negotiation: Lessons from mediated search. - Jimmy Lin; Philip Fei Wu; Eileen G. Abels (ACM Trans. Inf. Syst., 2008)

You Are Where You Edit: Locating Wikipedia Contributors through Edit Histories. - Michael D. Lieberman; Jimmy Lin (ICWSM, 2009)

Users' adjustments to unsuccessful queries in biomedical search. - G. Craig Murray; Jimmy Lin; W. John Wilbur; Zhiyong Lu (JCDL, 2009)

Data Intensive Text Processing with MapReduce. - Jimmy Lin; Chris Dyer (HLT-NAACL (Tutorial Abstracts), 2009)

Brute force and indexed approaches to pairwise document similarity comparisons with MapReduce. - Jimmy Lin (SIGIR, 2009)

The Curse of Zipf and Limits to Parallelization: An Look at the Stragglers Problem in MapReduce. - Jimmy Lin (LSDS-IR@SIGIR, 2009)

Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search. - Jimmy Lin; Tamer Elsayed; Lidan Wang; Donald Metzler (TREC, 2009)

Is searching full text more effective than searching abstracts? - Jimmy Lin (BMC Bioinform., 2009)

Where is the Cloud? Geography, Economics, Environment, and Jurisdiction in Cloud Computing. - Paul T. Jaeger; Jimmy Lin; Justin M. Grimes; Shannon N. Simmons (First Monday, 2009)

Modeling actions of PubMed users with n-gram language models. - Jimmy Lin; W. John Wilbur (Inf. Retr., 2009)

Elements of a computational model for multi-party discourse: The turn-taking behavior of Supreme Court justices. - Timothy Hawes; Jimmy Lin; Philip Resnik (J. Assoc. Inf. Sci. Technol., 2009)

Special Issue of the Journal of Parallel and Distributed Computing: Cloud Computing. - Gregory V. Chockler; Eliezer Dekel; Joseph F. JáJá; Jimmy Lin (J. Parallel Distributed Comput., 2009)

A cost-effective lexical acquisition process for large-scale thesaurus translation. - Jimmy Lin; G. Craig Murray; Bonnie J. Dorr; Jan Hajic; Pavel Pecina (Lang. Resour. Evaluation, 2009)

Computational linguistics for metadata building (CLiMB): using text mining for the automatic identification, categorization, and disambiguation of subject terms for image metadata. - Judith L. Klavans; Carolyn Sheffield; Eileen G. Abels; Jimmy Lin; Rebecca J. Passonneau; Tandeep Sidhu; Dagobert Soergel (Multim. Tools Appl., 2009)

Summarization. - Jimmy Lin (Encyclopedia of Database Systems, 2009)

Ranking under temporal constraints. - Lidan Wang; Donald Metzler; Jimmy Lin (CIKM, 2010)

Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems Using MapReduce. - Di-Wei Huang; Jimmy Lin (CloudCom, 2010)

Design patterns for efficient graph algorithms in MapReduce. - Jimmy Lin; Michael Schatz (MLG@KDD, 2010)

Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization. - Jimmy Lin; Nitin Madnani; Bonnie J. Dorr (HLT-NAACL, 2010)

Learning to efficiently rank. - Lidan Wang; Jimmy Lin; Donald Metzler (SIGIR, 2010)

UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory. - Tamer Elsayed; Sebastian Bruch 001; Lidan Wang; Jimmy Lin; Donald Metzler (TREC, 2010)

Data-Intensive Text Processing with MapReduce - Jimmy Lin; Chris Dyer (Morgan & Claypool Publishers, 2010)

When close enough is good enough: approximate positional indexes for efficient ranked retrieval. - Tamer Elsayed; Jimmy Lin; Donald Metzler (CIKM, 2011)

Automatic management of partitioned, replicated search services. - Florian Leibert; Jake Mannix; Jimmy Lin; Babak Hamadani (SoCC, 2011)

In-depth accounts and passing mentions in the news: connecting readers to the context of a news event. - Earl J. Wagner; Jimmy Lin (iConference, 2011)

Smoothing techniques for adaptive online language models: topic tracking in tweet streams. - Jimmy Lin; Rion Snow; William Morgan (KDD, 2011)

Pseudo test collections for learning web search ranking functions. - Sebastian Bruch 001; Donald Metzler; Tamer Elsayed; Jimmy Lin (SIGIR, 2011)

Cross-corpus relevance projection. - Sebastian Bruch 001; Donald Metzler; Jimmy Lin (SIGIR, 2011)

No free lunch: brute force vs. locality-sensitive hashing for cross-lingual pairwise similarity. - Ferhan Türe; Tamer Elsayed; Jimmy Lin (SIGIR, 2011)

A cascade ranking model for efficient ranked retrieval. - Lidan Wang; Jimmy Lin; Donald Metzler (SIGIR, 2011)

Overview of the TREC 2011 Microblog Track. - Iadh Ounis; Craig Macdonald; Jimmy Lin; Ian Soboroff (TREC, 2011)

Special Issue on Cloud Computing. - Gregory V. Chockler; Eliezer Dekel; Joseph F. JáJá; Jimmy Lin (J. Parallel Distributed Comput., 2011)

Fast candidate generation for two-phase document ranking: postings list intersection with bloom filters. - Sebastian Bruch 001; Jimmy Lin (CIKM, 2012)

Combining Statistical Translation Techniques for Cross-Language Information Retrieval. - Ferhan Türe; Jimmy Lin; Douglas W. Oard (COLING, 2012)

Earlybird: Real-Time Search at Twitter. - Michael Busch; Krishna Gade; Brian Larson; Patrick Lok; Samuel Luckenbill; Jimmy Lin (ICDE, 2012)

A Study of "Churn" in Tweets and Real-Time Search Queries. - Jimmy Lin; Gilad Mishne (ICWSM, 2012)

Evaluating Real-Time Search over Tweets. - Dean McCullough; Jimmy Lin; Craig Macdonald; Iadh Ounis; Richard McCreadie (ICWSM, 2012)

Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling. - Ferhan Türe; Jimmy Lin (HLT-NAACL, 2012)

On building a reusable Twitter corpus. - Richard McCreadie; Ian Soboroff; Jimmy Lin; Craig Macdonald; Iadh Ounis; Dean McCullough (SIGIR, 2012)

Twanchor text: a preliminary study of the value of tweets as anchor text. - Gilad Mishne; Jimmy Lin (SIGIR, 2012)

Looking inside the box: context-sensitive translation for cross-language information retrieval. - Ferhan Türe; Jimmy Lin; Douglas W. Oard (SIGIR, 2012)

Large-scale machine learning at twitter. - Jimmy Lin; Alek Kolcz (SIGMOD Conference, 2012)

Overview of the TREC-2012 Microblog Track. - Ian Soboroff; Iadh Ounis; Craig Macdonald; Jimmy Lin (TREC, 2012)

A Study of "Churn" in Tweets and Real-Time Search Queries (Extended Version) - Jimmy Lin; Gilad Mishne (CoRR, 2012)

Runtime Optimizations for Prediction with Tree-Based Models - Sebastian Bruch 001; Jimmy Lin; Arjen P. de Vries (CoRR, 2012)

The Unified Logging Infrastructure for Data Analytics at Twitter. - George Lee; Jimmy Lin; Chuang Liu; Andrew Lorek; Dmitriy V. Ryaboy (Proc. VLDB Endow., 2012)

Scaling big data mining infrastructure: the twitter experience. - Jimmy Lin; Dmitriy V. Ryaboy (SIGKDD Explor., 2012)

Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce. - Vladimir Eidelman; Ke Wu; Ferhan Türe; Philip Resnik; Jimmy Lin (ACL (Conference System Demonstrations), 2013)

A month in the life of a production news recommender system. - Alan Said; Jimmy Lin; Alejandro Bellogín; Arjen P. de Vries (LivingLab@CIKM, 2013)

Training Efficient Tree-Based Models for Document Ranking. - Sebastian Bruch 001; Jimmy Lin (ECIR, 2013)

Visualizing the "Pulse" of World Cities on Twitter. - Miguel Rios; Jimmy Lin (ICWSM, 2013)

Dynamic memory allocation policies for postings in real-time Twitter search. - Sebastian Bruch 001; Jimmy Lin; Michael Busch (KDD, 2013)

Massively Parallel Suffix Array Queries and On-Demand Phrase Extraction for Statistical Machine Translation Using GPUs. - Hua He; Jimmy Lin; Adam Lopez (HLT-NAACL, 2013)

Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures. - Sebastian Bruch 001; Jimmy Lin (SIGIR, 2013)

Flat vs. hierarchical phrase-based translation models for cross-language information retrieval. - Ferhan Türe; Jimmy Lin (SIGIR, 2013)

Fast data in the era of big data: Twitter's real-time related query suggestion architecture. - Gilad Mishne; Jeff Dalton 001; Zhenghua Li; Aneesh Sharma; Jimmy Lin (SIGMOD Conference, 2013)

CWI and TU Delft Notebook TREC 2013: Contextual Suggestion, Federated Web Search, KBA, and Web Tracks. - Alejandro Bellogín; Gebrekirstos G. Gebremeskel; Jiyin He; Alan Said; Thaer Samar; Arjen P. de Vries; Jimmy Lin; Jeroen B. P. Vuurens (TREC, 2013)

Overview of the TREC-2013 Microblog Track. - Jimmy Lin; Miles Efron (TREC, 2013)

Towards Efficient Large-Scale Feature-Rich Statistical Machine Translation. - Vladimir Eidelman; Ke Wu; Ferhan Türe; Philip Resnik; Jimmy Lin (WMT@ACL, 2013)

WTF: the who to follow service at Twitter. - Pankaj Gupta 002; Ashish Goel; Jimmy Lin; Aneesh Sharma; Dong Wang; Reza Zadeh (WWW, 2013)

Mapreduce is Good Enough?If All You Have is a Hammer, Throw Away Everything That's Not a Nail! - Jimmy Lin (Big Data, 2013)

Monoidify! Monoids as a Design Principle for Efficient MapReduce Algorithms - Jimmy Lin (CoRR, 2013)

Fast, Incremental Inverted Indexing in Main Memory for Web-Scale Collections - Sebastian Bruch 001; Jimmy Lin (CoRR, 2013)

Document vector representations for feature extraction in multi-stage document ranking. - Sebastian Bruch 001; Jimmy Lin (Inf. Retr., 2013)

Hone: "Scaling Down" Hadoop on Shared-Memory Systems. - K. Ashwin Kumar; Jonathan Gluck; Amol Deshpande; Jimmy Lin (Proc. VLDB Endow., 2013)

Evaluation as a service for information retrieval. - Jimmy Lin; Miles Efron (SIGIR Forum, 2013)

Fast candidate generation for real-time tweet search with bloom filter chains. - Sebastian Bruch 001; Jimmy Lin (ACM Trans. Inf. Syst., 2013)

Do recommendations matter?: news recommendation in real life. - Alan Said; Alejandro Bellogín; Jimmy Lin; Arjen P. de Vries (CSCW Companion, 2014)

Cumulative Citation Recommendation: A Feature-Aware Comparison of Approaches. - Gebrekirstos G. Gebremeskel; Jiyin He; Arjen P. de Vries; Jimmy Lin (DEXA Workshops, 2014)

Supporting "Distant Reading" for Web Archives. - Jimmy Lin; Kari Kraus; Ricardo L. Punzalan (DH, 2014)

Column Stores as an IR Prototyping Tool. - Hannes Mühleisen; Thaer Samar; Jimmy Lin; Arjen P. de Vries (ECIR, 2014)

The Impact of Future Term Statistics in Real-Time Tweet Search. - Yulu Wang; Jimmy Lin (ECIR, 2014)

Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems. - K. Ashwin Kumar; Jonathan Gluck; Amol Deshpande; Jimmy Lin (EDBT, 2014)

Partitioning strategies for spatio-textual similarity join. - Jinfeng Rao; Jimmy Lin; Hanan Samet (BigSpatial@SIGSPATIAL, 2014)

Using visualizations to monitor changes and harvest insights from a global-scale logging infrastructure at Twitter. - Krist Wongsuphasawat; Jimmy Lin (IEEE VAST, 2014)

Visual analytics of MOOCs at maryland. - Zhengzheng Xu; Dan Goldwasser; Benjamin B. Bederson; Jimmy Lin (L@S, 2014)

Temporal feedback for tweet search with non-parametric density estimation. - Miles Efron; Jimmy Lin; Jiyin He; Arjen P. de Vries (SIGIR, 2014)

Old dogs are great at new tricks: column stores for ir prototyping. - Hannes Mühleisen; Thaer Samar; Jimmy Lin; Arjen P. de Vries (SIGIR, 2014)

On run diversity in Evaluation as a Service. - Ellen M. Voorhees; Jimmy Lin; Miles Efron (SIGIR, 2014)

Overview of the TREC-2014 Microblog Track. - Jimmy Lin; Yulu Wang; Miles Efron; Garrick Sherman (TREC, 2014)

Infrastructure support for evaluation as a service. - Jimmy Lin; Miles Efron (WWW (Companion Volume), 2014)

Infrastructure for supporting exploration and discovery in web archives. - Jimmy Lin; Milad Gholami; Jinfeng Rao (WWW (Companion Volume), 2014)

Information network or social network?: the structure of the twitter follow graph. - Seth A. Myers; Aneesh Sharma; Pankaj Gupta 002; Jimmy Lin (WWW (Companion Volume), 2014)

Learning to efficiently rank on big data. - Lidan Wang; Jimmy Lin; Donald Metzler; Jiawei Han 001 (WWW (Companion Volume), 2014)

On the Feasibility and Implications of Self-Contained Search Engines in the Browser. - Jimmy Lin (CoRR, 2014)

Summingbird: A Framework for Integrating Batch and Online MapReduce Computations. - P. Oscar Boykin; Sam Ritchie; Ian O'Connell; Jimmy Lin (Proc. VLDB Endow., 2014)

Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs. - Pankaj Gupta 002; Venu Satuluri; Ajeet Grewal; Siva Gurumurthy; Volodymyr Zhabiuk; Quannan Li; Jimmy Lin (Proc. VLDB Endow., 2014)

NScale: Neighborhood-centric Analytics on Large Graphs. - Abdul Quamar; Amol Deshpande; Jimmy Lin (Proc. VLDB Endow., 2014)

Runtime Optimizations for Tree-Based Machine Learning Models. - Sebastian Bruch 001; Jimmy Lin; Arjen P. de Vries (IEEE Trans. Knowl. Data Eng., 2014)

Exploiting Representations from Statistical Machine Translation for Cross-Language Information Retrieval. - Ferhan Türe; Jimmy Lin (ACM Trans. Inf. Syst., 2014)

Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search. - Jinfeng Rao; Jimmy Lin; Miles Efron (ECIR, 2015)

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks. - Hua He; Kevin Gimpel; Jimmy Lin (EMNLP, 2015)

Building a Self-Contained Search Engine in the Browser. - Jimmy Lin (ICTIR, 2015)

Anytime Ranking for Impact-Ordered Indexes. - Jimmy Lin; Andrew Trotman (ICTIR, 2015)

The Feasibility of Brute Force Scans for Real-Time Tweet Search. - Yulu Wang; Jimmy Lin (ICTIR, 2015)

The Sum of All Human Knowledge in Your Pocket: Full-Text Searchable Wikipedia on a Raspberry Pi. - Jimmy Lin (JCDL, 2015)

Identifying Duplicate and Contradictory Information in Wikipedia. - Sarah Weissman; Samet Ayhan; Joshua Bradley; Jimmy Lin (JCDL, 2015)

Developing an Open-Source Bibliometric Ranking Website Using Google Scholar Citation Profiles for Researchers in the Field of Biomedical Informatics. - Dean F. Sittig; Allison B. McCoy; Adam Wright; Jimmy Lin (MedInfo, 2015)

SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR). - Jaime Arguello; Fernando Diaz 001; Jimmy Lin; Andrew Trotman (SIGIR, 2015)

Assessor Differences and User Preferences in Tweet Timeline Generation. - Yulu Wang; Garrick Sherman; Jimmy Lin; Miles Efron (SIGIR, 2015)

Overview of the TREC-2015 Microblog Track. - Jimmy Lin; Miles Efron; Garrick Sherman; Yulu Wang; Ellen M. Voorhees (TREC, 2015)

Scaling Down Distributed Infrastructure on Wimpy Machines for Personal Web Archiving. - Jimmy Lin (WWW (Companion Volume), 2015)

Learning to Discover Key Moments in Social Media Streams. - Cody Buntain; Jimmy Lin; Jennifer Golbeck (CoRR, 2015)

Evaluation-as-a-Service: Overview and Outlook. - Allan Hanbury; Henning Müller; Krisztian Balog; Torben Brodt; Gordon V. Cormack; Ivan Eggel; Tim Gollub; Frank Hopfgartner; Jayashree Kalpathy-Cramer; Noriko Kando; Anastasia Krithara; Jimmy Lin; et al. (CoRR, 2015)

Is Big Data a Transient Problem? - Jimmy Lin (IEEE Internet Comput., 2015)

Report on the SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR). - Jaime Arguello; Matt Crane; Fernando Diaz 001; Jimmy Lin; Andrew Trotman (SIGIR Forum, 2015)

Report on the Evaluation-as-a-Service (EaaS) Expert Workshop. - Frank Hopfgartner; Allan Hanbury; Henning Müller; Noriko Kando; Simon Mercer; Jayashree Kalpathy-Cramer; Martin Potthast; Tim Gollub; Anastasia Krithara; Jimmy Lin; Krisztian Balog; Ivan Eggel (SIGIR Forum, 2015)

Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars. - Hua He; Jimmy Lin; Adam Lopez (Trans. Assoc. Comput. Linguistics, 2015)

Dynamic Cutoff Prediction in Multi-Stage Retrieval Systems. - J. Shane Culpepper; Charles L. A. Clarke; Jimmy Lin (ADCS, 2016)

In Vacuo and In Situ Evaluation of SIMD Codecs. - Andrew Trotman; Jimmy Lin (ADCS, 2016)

Discovering key moments in social media streams. - Cody Buntain; Jimmy Lin; Jennifer Golbeck (CCNC, 2016)

Optimizing Nugget Annotations with Active Learning. - Gaurav Baruah; Haotian Zhang 001; Rakesh Guttikonda; Jimmy Lin; Mark D. Smucker; Olga Vechtomova (CIKM, 2016)

Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks. - Jinfeng Rao; Hua He; Jimmy Lin (CIKM, 2016)

Exploring and Discovering Archive-It Collections with Warcbase. - Ian Milligan; Jimmy Lin; Jeremy Wiebe; Alice Zhou (DH, 2016)

Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge. - Jimmy Lin; Matt Crane; Andrew Trotman; Jamie Callan; Ishan Chattopadhyaya; John Foley; Grant Ingersoll; Craig MacDonald; Sebastiano Vigna (ECIR, 2016)

Compressing and Decoding Term Statistics Time Series. - Jinfeng Rao; Xing Niu 001; Jimmy Lin (ECIR, 2016)

Total Recall: Blue Sky on Mars. - Charles L. A. Clarke; Gordon V. Cormack; Jimmy Lin; Adam Roegiest (ICTIR, 2016)

Rank-at-a-Time Query Processing. - Ahmed Elbagoury; Matt Crane; Jimmy Lin (ICTIR, 2016)

Retrievability in API-Based "Evaluation as a Service". - Jiaul H. Paik; Jimmy Lin (ICTIR, 2016)

Temporal Query Expansion Using a Continuous Hidden Markov Model. - Jinfeng Rao; Jimmy Lin (ICTIR, 2016)

Desiderata for Exploratory Search Interfaces to Web Archives in Support of Scholarly Activities. - Andrew Jackson; Jimmy Lin; Ian Milligan; Nick Ruest (JCDL, 2016)

Content Selection and Curation for Web Archiving: The Gatekeepers vs. the Masses. - Ian Milligan; Nick Ruest; Jimmy Lin (JCDL, 2016)

Prizm: A Wireless Access Point for Proxy-Based Web Lifelogging. - Jimmy Lin; Zhucheng Tu; Michael Rose; Patrick White (LTA@MM, 2016)

Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement. - Hua He; Jimmy Lin (HLT-NAACL, 2016)

Evaluating Search Among Secrets. - Douglas W. Oard; Katie Shilton; Jimmy Lin (EVIA@NTCIR, 2016)

Estimating topical volume in social media streams. - Praveen Bommannavar; Jimmy Lin; Anand Rajaraman (SAC, 2016)

UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement. - Hua He; John Wieting; Kevin Gimpel; Jinfeng Rao; Jimmy Lin (SemEval@NAACL-HLT, 2016)

Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time. - Cody Buntain; Jimmy Lin (SIGIR, 2016)

Interleaved Evaluation for Retrospective Summarization and Prospective Notification on Document Streams. - Xin Qian; Jimmy Lin; Adam Roegiest (SIGIR, 2016)

A Platform for Streaming Push Notifications to Mobile Assessors. - Adam Roegiest; Luchen Tan; Jimmy Lin; Charles L. A. Clarke (SIGIR, 2016)

Simple Dynamic Emission Strategies for Microblog Filtering. - Luchen Tan; Adam Roegiest; Charles L. A. Clarke; Jimmy Lin (SIGIR, 2016)

An Exploration of Evaluation Metrics for Mobile Push Notifications. - Luchen Tan; Adam Roegiest; Jimmy Lin; Charles L. A. Clarke (SIGIR, 2016)

Sampling Strategies and Active Learning for Volume Estimation. - Haotian Zhang 001; Jimmy Lin; Gordon V. Cormack; Mark D. Smucker (SIGIR, 2016)

Overview of the TREC 2016 Real-Time Summarization Track. - Jimmy Lin; Adam Roegiest; Luchen Tan; Richard McCreadie; Ellen M. Voorhees; Fernando Diaz 001 (TREC, 2016)

Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems. - J. Shane Culpepper; Charles L. A. Clarke; Jimmy Lin (CoRR, 2016)

Afterburner: The Case for In-Browser Analytics. - Kareem El Gebaly; Jimmy Lin (CoRR, 2016)

The Effects of Latency Penalties in Evaluating Push Notification Systems. - Luchen Tan; Jimmy Lin; Adam Roegiest; Charles L. A. Clarke (CoRR, 2016)

Searching from Mars. - Jimmy Lin; Charles L. A. Clarke; Gaurav Baruah (IEEE Internet Comput., 2016)

The Future of Big Data Is ... JavaScript? - Jimmy Lin; Kareem El Gebaly (IEEE Internet Comput., 2016)

Sapphire: Querying RDF Data Made Simple. - Ahmed El-Roby; Khaled Ammar; Ashraf Aboulnaga; Jimmy Lin (Proc. VLDB Endow., 2016)

GraphJet: Real-Time Content Recommendations at Twitter. - Aneesh Sharma; Jerry Jiang; Praveen Bommannavar; Brian Larson; Jimmy Lin (Proc. VLDB Endow., 2016)

NScale: neighborhood-centric large-scale graph analytics in the cloud. - Abdul Quamar; Amol Deshpande; Jimmy Lin (VLDB J., 2016)

Comparative Assessment of Alignment Algorithms for NGS Data: Features, Considerations, Implementations, and Future. - Carol Shen; Tony Shen; Jimmy Lin (Algorithms for Next-Generation Sequencing Data, 2017)

A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries. - Gaurav Baruah; Richard McCreadie; Jimmy Lin (CIKM, 2017)

Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks. - Jinfeng Rao; Ferhan Türe; Hua He; Oliver Jojic; Jimmy Lin (CIKM, 2017)

An Insight Extraction System on BioMedical Literature with Deep Neural Networks. - Hua He; Kris Ganjam; Navendu Jain; Jessica Lundin; Ryen White; Jimmy Lin (EMNLP, 2017)

Do We Need Specialized Graph Databases?: Benchmarking Real-Time Social Networking Applications. - Anil Pacaci; Alice Zhou; Jimmy Lin; M. Tamer Özsu (GRADES@SIGMOD/PODS, 2017)

The Pareto Frontier of Utility Models as a Framework for Evaluating Push Notification Systems. - Gaurav Baruah; Jimmy Lin (ICTIR, 2017)

An Exploration of Serverless Architectures for Information Retrieval. - Matt Crane; Jimmy Lin (ICTIR, 2017)

Quantization in Append-Only Collections. - Salman Mohammed; Matt Crane; Jimmy Lin (ICTIR, 2017)

Mining the Temporal Statistics of Query Terms for Searching Social Media Posts. - Jinfeng Rao; Ferhan Türe; Xing Niu 001; Jimmy Lin (ICTIR, 2017)

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images. - Babak Ehteshami Bejnordi; Jimmy Lin; Ben Glass; Maeve Mullooly; Gretchen L. Gierach; Mark E. Sherman; Nico Karssemeijer; Jeroen van der Laak; Andrew H. Beck (ISBI, 2017)

The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017. - Leif Azzopardi; Matt Crane; Hui Fang 001; Grant Ingersoll; Jimmy Lin; Yashar Moshfeghi; Harrisen Scells; Peilin Yang; Guido Zuccon (SIGIR, 2017)

Event Detection on Curated Tweet Streams. - Nimesh Ghelani; Salman Mohammed; Shine Wang; Jimmy Lin (SIGIR, 2017)

Experiments with Convolutional Neural Network Models for Answer Selection. - Jinfeng Rao; Hua He; Jimmy Lin (SIGIR, 2017)

Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems. - Adam Roegiest; Luchen Tan; Jimmy Lin (SIGIR, 2017)

Finally, a Downloadable Test Collection of Tweets. - Royal Sequiera; Jimmy Lin (SIGIR, 2017)

On the Reusability of "Living Labs" Test Collections: : A Case Study of Real-Time Summarization. - Luchen Tan; Gaurav Baruah; Jimmy Lin (SIGIR, 2017)

Anserini: Enabling the Use of Lucene for Information Retrieval Research. - Peilin Yang; Hui Fang 001; Jimmy Lin (SIGIR, 2017)

Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering. - Haotian Zhang 001; Jinfeng Rao; Jimmy Lin; Mark D. Smucker (SIGIR, 2017)

In-Browser Interactive SQL Analytics with Afterburner. - Kareem El Gebaly; Jimmy Lin (SIGMOD Conference, 2017)

Overview of the TREC 2017 Real-Time Summarization Track. - Jimmy Lin; Salman Mohammed; Royal Sequiera; Luchen Tan; Nimesh Ghelani; Mustafa Abualsaud; Richard McCreadie; Dmitrijs Milajevs; Ellen M. Voorhees (TREC, 2017)

Topic Shifts Between Two US Presidential Administrations. - Ziquan Wang; Borui Lin; Ian Milligan; Jimmy Lin (WADL, 2017)

A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation. - Matt Crane; J. Shane Culpepper; Jimmy Lin; Joel M. Mackenzie; Andrew Trotman (WSDM, 2017)

Partitioning and Segment Organization Strategies for Real-Time Selective Search on Document Streams. - Yulu Wang; Jimmy Lin (WSDM, 2017)

Ten Blue Links on Mars. - Charles L. A. Clarke; Gordon V. Cormack; Jimmy Lin; Adam Roegiest (WWW, 2017)

Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems. - Joel M. Mackenzie; J. Shane Culpepper; Roi Blanco; Matt Crane; Charles L. A. Clarke; Jimmy Lin (CoRR, 2017)

Distant Supervision for Topic Classification of Tweets in Curated Streams. - Salman Mohammed; Nimesh Ghelani; Jimmy Lin (CoRR, 2017)

Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams. - Jinfeng Rao; Hua He; Haotian Zhang 001; Ferhan Türe; Royal Sequiera; Salman Mohammed; Jimmy Lin (CoRR, 2017)

Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering. - Royal Sequiera; Gaurav Baruah; Zhucheng Tu; Salman Mohammed; Jinfeng Rao; Haotian Zhang 001; Jimmy Lin (CoRR, 2017)

An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures. - Zhucheng Tu; Matt Crane; Royal Sequiera; Junchen Zhang; Jimmy Lin (CoRR, 2017)

The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing: A User Survey. - Siddhartha Sahu; Amine Mhedhbi; Semih Salihoglu; Jimmy Lin; M. Tamer Özsu (CoRR, 2017)

Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. - Raphael Tang; Jimmy Lin (CoRR, 2017)

In Defense of MapReduce. - Jimmy Lin (IEEE Internet Comput., 2017)

The Lambda and the Kappa. - Jimmy Lin (IEEE Internet Comput., 2017)

The role of index compression in score-at-a-time query evaluation. - Jimmy Lin; Andrew Trotman (Inf. Retr. J., 2017)

Warcbase: Scalable Analytics Infrastructure for Exploring Web Archives. - Jimmy Lin; Ian Milligan; Jeremy Wiebe; Alice Zhou (ACM Journal on Computing and Cultural Heritage, 2017)

The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing. - Siddhartha Sahu; Amine Mhedhbi; Semih Salihoglu; Jimmy Lin; M. Tamer Özsu (Proc. VLDB Endow., 2017)

Serverless Data Analytics with Flint. - Youngbin Kim; Jimmy Lin (IEEE CLOUD, 2018)

Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia. - Michael Azmy; Peng Shi 010; Jimmy Lin; Ihab F. Ilyas (COLING, 2018)

Computing without Servers, V8, Rocket Ships, and Other Batsh*t Crazy Ideas in Data Systems. - Jimmy Lin (DESIRES, 2018)

RecService: Distributed Real-Time Graph Processing at Twitter. - Ajeet Grewal; Jerry Jiang; Gary Lam; Tristan Jung; Lohith Vuddemarri; Quannan Li; Aaditya Landge; Jimmy Lin (HotCloud, 2018)

Deep Residual Learning for Small-Footprint Keyword Spotting. - Raphael Tang; Jimmy Lin (ICASSP, 2018)

An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting. - Raphael Tang; Weijie Wang; Zhucheng Tu; Jimmy Lin (ICASSP, 2018)

Multi-Task Learning with Neural Networks for Voice Query Understanding on an Entertainment Platform. - Jinfeng Rao; Ferhan Türe; Jimmy Lin (KDD, 2018)

CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities. - Yiyun Liang; Zhucheng Tu; Laetitia Huang; Jimmy Lin (NAACL-HLT (Demonstrations), 2018)

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks. - Salman Mohammed; Peng Shi 010; Jimmy Lin (NAACL-HLT (2), 2018)

Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures. - Zhucheng Tu; Mengping Li; Jimmy Lin (NAACL-HLT (Demonstrations), 2018)

The Evolution of Content Analysis for Personalized Recommendations at Twitter. - Ajeet Grewal; Jimmy Lin (SIGIR, 2018)

Update Delivery Mechanisms for Prospective Information Needs: An Analysis of Attention in Mobile Users. - Jimmy Lin; Salman Mohammed; Royal Sequiera; Luchen Tan (SIGIR, 2018)

What Do Viewers Say to Their TVs?: An Analysis of Voice Queries to Entertainment Systems. - Jinfeng Rao; Ferhan Türe; Jimmy Lin (SIGIR, 2018)

Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter. - Peilin Yang; Srikanth Thiagarajan; Jimmy Lin (SIGMOD Conference, 2018)

Overview of the TREC 2018 Real-Time Summarization Track. - Royal Sequiera; Luchen Tan; Jimmy Lin (TREC, 2018)

H2oloo at TREC 2018: Cross-Collection Relevance Transfer for the Common Core Track. - Ruifan Yu; Yuhao Xie; Jimmy Lin (TREC, 2018)

Query Driven Algorithm Selection in Early Stage Retrieval. - Joel M. Mackenzie; J. Shane Culpepper; Roi Blanco; Matt Crane; Charles L. A. Clarke; Jimmy Lin (WSDM, 2018)

In-Browser Split-Execution Support for Interactive Analytics in the Cloud. - Kareem El Gebaly; Jimmy Lin (CoRR, 2018)

Repeatability Corner Cases in Document Ranking: The Impact of Score Ties. - Jimmy Lin; Peilin Yang (CoRR, 2018)

Adaptive Pruning of Neural Language Models for Mobile Devices. - Raphael Tang; Jimmy Lin (CoRR, 2018)

JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis. - Jaejun Lee; Raphael Tang; Jimmy Lin (CoRR, 2018)

Progress and Tradeoffs in Neural Language Models. - Raphael Tang; Jimmy Lin (CoRR, 2018)

FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks. - Raphael Tang; Ashutosh Adhikari; Jimmy Lin (CoRR, 2018)

Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks. - Raphael Tang; Gefei Yang; Hong Wei; Yajie Mao; Ferhan Türe; Jimmy Lin (CoRR, 2018)

Scale Up or Scale Out for Graph Processing? - Jimmy Lin (IEEE Internet Comput., 2018)

Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook. - Frank Hopfgartner; Allan Hanbury; Henning Müller; Ivan Eggel; Krisztian Balog; Torben Brodt; Gordon V. Cormack; Jimmy Lin; Jayashree Kalpathy-Cramer; Noriko Kando; Makoto P. Kato; Anastasia Krithara; et al. (ACM J. Data Inf. Qual., 2018)

Anserini: Reproducible Ranking Baselines Using Lucene. - Peilin Yang; Hui Fang 001; Jimmy Lin (ACM J. Data Inf. Qual., 2018)

The Neural Hype and Comparisons Against Weak Baselines. - Jimmy Lin (SIGIR Forum, 2018)

Summarization. - Jimmy Lin (Encyclopedia of Database Systems (2nd ed.), 2018)

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. - Jinfeng Rao; Wei Yang 017; Yuhao Zhang 004; Ferhan Türe; Jimmy Lin (AAAI, 2019)

Natural Language Generation for Effective Knowledge Distillation. - Raphael Tang; Yao Lu; Jimmy Lin (DeepLo@EMNLP-IJCNLP, 2019)

Identification and Ranking of Biomedical Informatics Researcher Citation Statistics through a Google Scholar Scraper. - Allison B. McCoy; Dean F. Sittig; Jimmy Lin; Adam Wright (AMIA, 2019)

Reproducing and Generalizing Semantic Term Matching in Axiomatic Information Retrieval. - Peilin Yang; Jimmy Lin (ECIR (1), 2019)

Simple Techniques for Cross-Collection Relevance Feedback. - Ruifan Yu; Yuhao Xie; Jimmy Lin (ECIR (1), 2019)

Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting. - Jaejun Lee; Raphael Tang; Jimmy Lin (EMNLP/IJCNLP (3), 2019)

Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling. - Linqing Liu; Wei Yang 017; Jinfeng Rao; Raphael Tang; Jimmy Lin (EMNLP/IJCNLP (1), 2019)

Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling. - Jinfeng Rao; Linqing Liu; Yi Tay; Hsiu-Wei Yang; Peng Shi 010; Jimmy Lin (EMNLP/IJCNLP (1), 2019)

What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons. - Ji Xin; Jimmy Lin; Yaoliang Yu (EMNLP/IJCNLP (1), 2019)

Aligning Cross-Lingual Entities with Multi-Aspect Information. - Hsiu-Wei Yang; Yanyan Zou; Peng Shi 010; Wei Lu 011; Jimmy Lin; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

Applying BERT to Document Retrieval with Birch. - Zeynep Akkalyoncu Yilmaz; Shengjin Wang; Wei Yang 017; Haotian Zhang 001; Jimmy Lin (EMNLP/IJCNLP (3), 2019)

Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval. - Zeynep Akkalyoncu Yilmaz; Wei Yang 017; Haotian Zhang 001; Jimmy Lin (EMNLP/IJCNLP (1), 2019)

Universal voice-enabled user interfaces using JavaScript. - Jaejun Lee; Raphael Tang; Jimmy Lin (IUI Companion, 2019)

The Cost of a WARC: Analyzing Web Archives in the Cloud. - Ryan Deschamps; Samantha Fritz; Jimmy Lin; Ian Milligan; Nick Ruest (JCDL, 2019)

The Archives Unleashed Notebook: Madlibs for Jumpstarting Scholarly Exploration of Web Archives. - Ryan Deschamps; Nick Ruest; Jimmy Lin; Samantha Fritz; Ian Milligan (JCDL, 2019)

Building Community and Tools for Analyzing Web Archives Through Datathons. - Ian Milligan; Nathalie Casemajor; Samantha Fritz; Jimmy Lin; Nick Ruest; Matthew S. Weber; Nicholas Worby (JCDL, 2019)

Warclight: A Rails Engine for Web Archive Discovery. - Nick Ruest; Ian Milligan; Jimmy Lin (JCDL, 2019)

Scalable Content-Based Analysis of Images in Web Archives with TensorFlow and the Archives Unleashed Toolkit. - Hsiu-Wei Yang; Linqing Liu; Ian Milligan; Nick Ruest; Jimmy Lin (JCDL, 2019)

Rethinking Complex Neural Network Architectures for Document Classification. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; Jimmy Lin (NAACL-HLT (1), 2019)

Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. - Peng Shi 010; Jinfeng Rao; Jimmy Lin (NAACL-HLT (1), 2019)

Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features. - Wei Yang 017; Luchen Tan; Chunwei Lu; Anqi Cui; Han Li; Xi Chen 001; Kun Xiong; Muzi Wang; Ming Li 001; Jian Pei 001; Jimmy Lin (NAACL-HLT (2), 2019)

End-to-End Open-Domain Question Answering with BERTserini. - Wei Yang 017; Yuqing Xie 001; Aileen Lin; Xingyu Li; Luchen Tan; Kun Xiong; Ming Li 001; Jimmy Lin (NAACL-HLT (Demonstrations), 2019)

The SIGIR 2019 Open-Source IR Replicability Challenge (OSIRRC 2019). - Ryan Clancy; Nicola Ferro 001; Claudia Hauff; Jimmy Lin; Tetsuya Sakai; Ze Zhong Wu (SIGIR, 2019)

Overview of the 2019 Open-Source IR Replicability Challenge (OSIRRC 2019). - Ryan Clancy; Nicola Ferro 001; Claudia Hauff; Jimmy Lin; Tetsuya Sakai; Ze Zhong Wu (OSIRRC@SIGIR, 2019)

Solr Integration in the Anserini Information Retrieval Toolkit. - Ryan Clancy; Toke Eskildsen; Nick Ruest; Jimmy Lin (SIGIR, 2019)

Information Retrieval Meets Scalable Text Analytics: Solr Integration with Spark. - Ryan Clancy; Jaejun Lee; Zeynep Akkalyoncu Yilmaz; Jimmy Lin (SIGIR, 2019)

University of Waterloo Docker Images for OSIRRC at SIGIR 2019. - Ryan Clancy; Zeynep Akkalyoncu Yilmaz; Ze Zhong Wu; Jimmy Lin (OSIRRC@SIGIR, 2019)

The Impact of Score Ties on Repeatability in Document Ranking. - Jimmy Lin; Peilin Yang (SIGIR, 2019)

Yelling at Your TV: An Analysis of Speech Recognition Errors and Subsequent User Behavior on Entertainment Systems. - Raphael Tang; Ferhan Türe; Jimmy Lin (SIGIR, 2019)

Challenges and Opportunities in Understanding Spoken Queries Directed at Modern Entertainment Platforms. - Ferhan Türe; Jinfeng Rao; Raphael Tang; Jimmy Lin (SIGIR, 2019)

Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models. - Wei Yang 017; Kuang Lu; Peilin Yang; Jimmy Lin (SIGIR, 2019)

Query and Answer Expansion from Conversation History. - Jheng-Hong Yang; Sheng-Chieh Lin; Chuan-Ju Wang; Jimmy Lin; Ming-Feng Tsai (TREC, 2019)

Matching Entities Across Different Knowledge Graphs with Graph Embeddings. - Michael Azmy; Peng Shi 010; Jimmy Lin; Ihab F. Ilyas (CoRR, 2019)

Simple Applications of BERT for Ad Hoc Document Retrieval. - Wei Yang 017; Haotian Zhang 001; Jimmy Lin (CoRR, 2019)

Distilling Task-Specific Knowledge from BERT into Simple Neural Networks. - Raphael Tang; Yao Lu; Linqing Liu; Lili Mou; Olga Vechtomova; Jimmy Lin (CoRR, 2019)

Simple BERT Models for Relation Extraction and Semantic Role Labeling. - Peng Shi 010; Jimmy Lin (CoRR, 2019)

Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering. - Wei Yang 017; Yuqing Xie 001; Luchen Tan; Kun Xiong; Ming Li 001; Jimmy Lin (CoRR, 2019)

Document Expansion by Query Prediction. - Rodrigo Nogueira 001; Wei Yang 017; Jimmy Lin; Kyunghyun Cho (CoRR, 2019)

DocBERT: BERT for Document Classification. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; Jimmy Lin (CoRR, 2019)

The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification. - Jimmy Lin (CoRR, 2019)

Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors. - Tommaso Teofili; Jimmy Lin (CoRR, 2019)

The Performance Envelope of Inverted Indexing on Modern Hardware. - Jimmy Lin; Lori Paniak; Gordon Boerke (CoRR, 2019)

Multi-Stage Document Ranking with BERT. - Rodrigo Nogueira 001; Wei Yang 017; Kyunghyun Cho; Jimmy Lin (CoRR, 2019)

Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks. - Yinan Zhang; Raphael Tang; Jimmy Lin (CoRR, 2019)

Cross-Lingual Relevance Transfer for Document Retrieval. - Peng Shi 010; Jimmy Lin (CoRR, 2019)

What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning. - Jaejun Lee; Raphael Tang; Jimmy Lin (CoRR, 2019)

Attentive Student Meets Multi-Task Teacher: Improved Knowledge Distillation for Pretrained Models. - Linqing Liu; Huan Wang 014; Jimmy Lin; Richard Socher; Caiming Xiong (CoRR, 2019)

Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits. - Achyudh Ram; Ji Xin; Meiyappan Nagappan; Yaoliang Yu; Rocío Cabrera Lozoya; Antonino Sabetta; Jimmy Lin (CoRR, 2019)

The neural hype, justified!: a recantation. - Jimmy Lin (SIGIR Forum, 2019)

Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data. - Hamidreza Shahidi; Ming Li 001; Jimmy Lin (ACL, 2020)

Showing Your Work Doesn't Always Work. - Raphael Tang; Jaejun Lee; Ji Xin; Xinyu Liu; Yaoliang Yu; Jimmy Lin (ACL, 2020)

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. - Ji Xin; Raphael Tang; Jaejun Lee; Yaoliang Yu; Jimmy Lin (ACL, 2020)

Evaluating Pretrained Transformer Models for Citation Recommendation. - Rodrigo Nogueira 001; Zhiying Jiang; Kyunghyun Cho; Jimmy Lin (BIR@ECIR, 2020)

We Could, but Should We?: Ethical Considerations for Providing Access to GeoCities and Other Historical Digital Collections. - Jimmy Lin; Ian Milligan; Douglas W. Oard; Nick Ruest; Katie Shilton (CHIIR, 2020)

Update Delivery Mechanisms for Prospective Information Needs: A Reproducibility Study. - Royal Sequiera; Luchen Tan; Yinan Zhang; Jimmy Lin (CHIIR, 2020)

Flexible IR Pipelines with Capreolus. - Andrew Yates; Kevin Martin Jose; Xinyu Zhang 018; Jimmy Lin (CIKM, 2020)

Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models. - Jheng-Hong Yang; Sheng-Chieh Lin; Rodrigo Nogueira 001; Ming-Feng Tsai; Chuan-Ju Wang; Jimmy Lin (COLING, 2020)

From MAXSCORE to Block-Max Wand: The Story of How Lucene Significantly Improved Query Evaluation Performance. - Adrien Grand; Robert Muir; Jim Ferenczi; Jimmy Lin (ECIR (2), 2020)

Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants. - Chris Kamphuis; Arjen P. de Vries; Leonid Boytsov; Jimmy Lin (ECIR (2), 2020)

Reproducibility is a Process, Not an Achievement: The Replicability of IR Reproducibility Experiments. - Jimmy Lin; Qian Zhang (ECIR (2), 2020)

Cydex: Neural Search Infrastructure for the Scholarly Literature. - Shane Ding; Edwin Zhang; Jimmy Lin (SDP@EMNLP, 2020)

Inserting Information Bottleneck for Attribution in Transformers. - Zhiying Jiang; Raphael Tang; Ji Xin; Jimmy Lin (EMNLP (Findings), 2020)

Document Ranking with a Pretrained Sequence-to-Sequence Model. - Rodrigo Nogueira 001; Zhiying Jiang; Ronak Pradeep; Jimmy Lin (EMNLP (Findings), 2020)

Cross-Lingual Training of Neural Models for Document Ranking. - Peng Shi 010; He Bai 002; Jimmy Lin (EMNLP (Findings), 2020)

Early Exiting BERT for Efficient Document Ranking. - Ji Xin; Rodrigo Nogueira 001; Yaoliang Yu; Jimmy Lin (SustaiNLP@EMNLP, 2020)

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset. - Edwin Zhang; Nikhil Gupta 009; Raphael Tang; Xiao Han; Ronak Pradeep; Kuang Lu; Yue Zhang 043; Rodrigo Nogueira 001; Kyunghyun Cho; Hui Fang 001; Jimmy Lin (SDP@EMNLP, 2020)

A Little Bit Is Worse Than None: Ranking with Limited Training Data. - Xinyu Zhang 018; Andrew Yates; Jimmy Lin (SustaiNLP@EMNLP, 2020)

Generalized and Scalable Optimal Sparse Decision Trees. - Jimmy Lin; Chudi Zhong; Diane Hu; Cynthia Rudin; Margo I. Seltzer (ICML, 2020)

Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures. - Zhengkai Tu; Wei Yang 017; Zihang Fu; Yuqing Xie 001; Luchen Tan; Kun Xiong; Ming Li 001; Jimmy Lin (ICTIR, 2020)

Content-Based Exploration of Archival Images Using Neural Networks. - Tobi Adewoye; Xiao Han; Nick Ruest; Ian Milligan; Samantha Fritz; Jimmy Lin (JCDL, 2020)

An Open-Source Interface to the Canadian Surface Prediction Archive. - Martin Gauch; James Bai; Juliane Mai; Jimmy Lin (JCDL, 2020)

The Archives Unleashed Project: Technology, Process, and Community to Improve Scholarly Access to Web Archives. - Nick Ruest; Jimmy Lin; Ian Milligan; Samantha Fritz (JCDL, 2020)

SimClusters: Community-Based Representations for Heterogeneous Recommendations at Twitter. - Venu Satuluri; Yao Wu; Xun Zheng; Yilei Qian; Brian Wichers; Qieyun Dai; Gui Ming Tang; Jerry Jiang; Jimmy Lin (KDD, 2020)

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; William L. Hamilton; Jimmy Lin (RepL4NLP@ACL, 2020)

Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. - Jimmy Lin; Joel M. Mackenzie; Chris Kamphuis; Craig Macdonald; Antonio Mallia; Michal Siedlaczek; Andrew Trotman; Arjen P. de Vries (SIGIR, 2020)

A Lightweight Environment for Learning Experimental IR Research Practices. - Zeynep Akkalyoncu Yilmaz; Charles L. A. Clarke; Jimmy Lin (SIGIR, 2020)

TREC 2020 Notebook: CAsT Track. - Sheng-Chieh Lin; Jheng-Hong Yang; Jimmy Lin (TREC, 2020)

H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine. - Ronak Pradeep; Xueguang Ma; Xinyu Zhang 018; Hang Cui; Ruizhou Xu; Rodrigo Nogueira 001; Jimmy Lin (TREC, 2020)

Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval. - Andrew Yates; Siddhant Arora; Xinyu Zhang 018; Wei Yang 017; Kevin Martin Jose; Jimmy Lin (WSDM, 2020)

Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering. - Yuqing Xie 001; Wei Yang 017; Luchen Tan; Kun Xiong; Nicholas Jing Yuan; Baoxing Huai; Ming Li 001; Jimmy Lin (WWW, 2020)

A Prototype of Serverless Lucene. - Jimmy Lin (CoRR, 2020)

Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents. - Ruixue Zhang; Wei Yang 017; Luyun Lin; Zhengkai Tu; Yuqing Xie 001; Zihang Fu; Yuhao Xie; Luchen Tan; Kun Xiong; Jimmy Lin (CoRR, 2020)

Document Ranking with a Pretrained Sequence-to-Sequence Model. - Rodrigo Nogueira 001; Zhiying Jiang; Jimmy Lin (CoRR, 2020)

TTTTTackling WinoGrande Schemas. - Sheng-Chieh Lin; Jheng-Hong Yang; Rodrigo Nogueira 001; Ming-Feng Tsai; Chuan-Ju Wang; Jimmy Lin (CoRR, 2020)

Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models. - Sheng-Chieh Lin; Jheng-Hong Yang; Rodrigo Nogueira 001; Ming-Feng Tsai; Chuan-Ju Wang; Jimmy Lin (CoRR, 2020)

Semantics of the Unwritten. - He Bai 002; Peng Shi 010; Jimmy Lin; Luchen Tan; Kun Xiong; Wen Gao 001; Jie Liu 035; Ming Li 001 (CoRR, 2020)

Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned. - Edwin Zhang; Nikhil Gupta 009; Rodrigo Nogueira 001; Kyunghyun Cho; Jimmy Lin (CoRR, 2020)

Rapidly Bootstrapping a Question Answering Dataset for COVID-19. - Raphael Tang; Rodrigo Nogueira 001; Edwin Zhang; Nikhil Gupta 009; Phuong Cam; Kyunghyun Cho; Jimmy Lin (CoRR, 2020)

SegaBERT: Pre-training of Segment-aware BERT for Language Understanding. - He Bai 002; Peng Shi 010; Jimmy Lin; Luchen Tan; Kun Xiong; Wen Gao 001; Ming Li 001 (CoRR, 2020)

Query Reformulation using Query History for Passage Retrieval in Conversational Search. - Sheng-Chieh Lin; Jheng-Hong Yang; Rodrigo Nogueira 001; Ming-Feng Tsai; Chuan-Ju Wang; Jimmy Lin (CoRR, 2020)

Generalized Optimal Sparse Decision Trees. - Jimmy Lin; Chudi Zhong; Diane Hu; Cynthia Rudin; Margo I. Seltzer (CoRR, 2020)

A Data Scientist's Guide to Streamflow Prediction. - Martin Gauch; Jimmy Lin (CoRR, 2020)

To Paraphrase or Not To Paraphrase: User-Controllable Selective Paraphrase Generation. - Mohan Zhang; Luchen Tan; Zhengkai Tu; Zihang Fu; Kun Xiong; Ming Li 001; Jimmy Lin (CoRR, 2020)

Howl: A Deployed, Open-Source Wake Word Detection System. - Raphael Tang; Jaejun Lee; Afsaneh Razi; Julia Cambre; Ian Bicking; Jofish Kaye; Jimmy Lin (CoRR, 2020)

Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network. - Martin Gauch; Frederik Kratzert; Daniel Klotz; Grey Nearing; Jimmy Lin; Sepp Hochreiter (CoRR, 2020)

Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures. - Minghan Li 002; He Bai 002; Luchen Tan; Kun Xiong; Ming Li 001; Jimmy Lin (CoRR, 2020)

Distilling Dense Representations for Ranking using Tightly-Coupled Teachers. - Sheng-Chieh Lin; Jheng-Hong Yang; Jimmy Lin (CoRR, 2020)

Inserting Information Bottlenecks for Attribution in Transformers. - Zhiying Jiang; Raphael Tang; Ji Xin; Jimmy Lin (CoRR, 2020)

Building community at distance: a datathon during COVID-19. - Samantha Fritz; Ian Milligan; Nick Ruest; Jimmy Lin (Digit. Libr. Perspect., 2020)

Navigation-based candidate expansion and pretrained language models for citation recommendation. - Rodrigo Nogueira 001; Zhiying Jiang; Kyunghyun Cho; Jimmy Lin (Scientometrics, 2020)

The ubiquity of large graphs and surprising challenges of graph processing: extended survey. - Siddhartha Sahu; Amine Mhedhbi; Semih Salihoglu; Jimmy Lin; M. Tamer Özsu (VLDB J., 2020)

Segatron: Segment-Aware Transformer for Language Modeling and Understanding. - He Bai 002; Peng Shi 010; Jimmy Lin; Yuqing Xie 001; Luchen Tan; Kun Xiong; Wen Gao 001; Ming Li 001 (AAAI, 2021)

Scientific Claim Verification with VerT5erini. - Ronak Pradeep; Xueguang Ma; Rodrigo Nogueira 001; Jimmy Lin (LOUHI@EACL, 2021)

Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2. - He Bai 002; Peng Shi 010; Jimmy Lin; Luchen Tan; Kun Xiong; Wen Gao 001; Jie Liu 035; Ming Li 001 (ACL (student), 2021)

Exploring Listwise Evidence Reasoning with T5 for Fact Verification. - Kelvin Jiang; Ronak Pradeep; Jimmy Lin (ACL/IJCNLP (2), 2021)

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. - Ji Xin; Raphael Tang; Yaoliang Yu; Jimmy Lin (ACL/IJCNLP (1), 2021)

How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. - Zhiying Jiang; Raphael Tang; Ji Xin; Jimmy Lin (BlackboxNLP@EMNLP, 2021)

Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens. - Wei Zhong; Xinyu Zhang 018; Ji Xin; Richard Zanibbi; Jimmy Lin (CLEF (Working Notes), 2021)

Serverless BM25 Search and BERT Reranking. - Mayank Anand; Jiarui Zhang; Shane Ding; Ji Xin; Jimmy Lin (DESIRES, 2021)

On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications. - Jimmy Lin; Xueguang Ma; Joel Mackenzie; Antonio Mallia (DESIRES, 2021)

Rescuing historical climate observations to support hydrological research: a case study of solar radiation data. - Ogundepo Odunayo; Naveela N. Sookoo; Gautam Bathla; Anthony Cavallin; Bhaleka D. Persaud; Kathy Szigeti; Philippe Van Cappellen; Jimmy Lin (DocEng, 2021)

BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. - Ji Xin; Raphael Tang; Yaoliang Yu; Jimmy Lin (EACL, 2021)

Don't Change Me! User-Controllable Selective Paraphrase Generation. - Mohan Zhang; Luchen Tan; Zihang Fu; Kun Xiong; Jimmy Lin; Ming Li 001; Zhengkai Tu (EACL, 2021)

Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers. - Xinyu Zhang 018; Andrew Yates; Jimmy Lin (ECIR (2), 2021)

Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach. - Anup Anand Deshmukh; Qianqiu Zhang; Ming Li 001; Jimmy Lin; Lili Mou (EMNLP (Findings), 2021)

Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering. - Minghan Li 002; Ming Li 001; Kun Xiong; Jimmy Lin (EMNLP (Findings), 2021)

Contextualized Query Embeddings for Conversational Search. - Sheng-Chieh Lin; Jheng-Hong Yang; Jimmy Lin (EMNLP (1), 2021)

Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval. - Xueguang Ma; Minghan Li 002; Kai Sun; Ji Xin; Jimmy Lin (EMNLP (1), 2021)

Voice Query Auto Completion. - Raphael Tang; Karun Kumar; Kendra Chalkley; Ji Xin; Liming Zhang; Wenyan Li 001; Gefei Yang; Yajie Mao; Junho Shin; Geoffrey Craig Murray; Jimmy Lin (EMNLP (1), 2021)

Learning to Rank in the Age of Muppets: Effectiveness-Efficiency Tradeoffs in Multi-Stage Ranking. - Yue Zhang 043; Chengcheng Hu; Yuqi Liu; Hui Fang 001; Jimmy Lin (SustaiNLP@EMNLP, 2021)

The Simplest Thing That Can Possibly Work: (Pseudo-)Relevance Feedback via Text Classification. - Xiao Han; Yuqi Liu; Jimmy Lin (ICTIR, 2021)

In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval. - Sheng-Chieh Lin; Jheng-Hong Yang; Jimmy Lin (RepL4NLP@ACL-IJCNLP, 2021)

MS MARCO: Benchmarking Ranking Models in the Large-Data Regime. - Nick Craswell; Bhaskar Mitra 001; Emine Yilmaz; Daniel Campos; Jimmy Lin (SIGIR, 2021)

Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. - Sebastian Hofstätter; Sheng-Chieh Lin; Jheng-Hong Yang; Jimmy Lin; Allan Hanbury (SIGIR, 2021)

Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard. - Jimmy Lin; Daniel Campos; Nick Craswell; Bhaskar Mitra 001; Emine Yilmaz (SIGIR, 2021)

Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations. - Jimmy Lin; Xueguang Ma; Sheng-Chieh Lin; Jheng-Hong Yang; Ronak Pradeep; Rodrigo Nogueira 001 (SIGIR, 2021)

Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search. - Ronak Pradeep; Xueguang Ma; Rodrigo Nogueira 001; Jimmy Lin (SIGIR, 2021)

Pretrained Transformers for Text Ranking: BERT and Beyond. - Andrew Yates; Rodrigo Nogueira 001; Jimmy Lin (SIGIR, 2021)

Chatty Goose: A Python Framework for Conversational Search. - Edwin Zhang; Sheng-Chieh Lin; Jheng-Hong Yang; Ronak Pradeep; Rodrigo Nogueira 001; Jimmy Lin (SIGIR, 2021)

PYA0: A Python Toolkit for Accessible Math-Aware Search. - Wei Zhong; Jimmy Lin (SIGIR, 2021)

Overview of the TREC 2021 Deep Learning Track. - Nick Craswell; Bhaskar Mitra 001; Emine Yilmaz; Daniel Campos; Jimmy Lin (TREC, 2021)

The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models. - Ronak Pradeep; Rodrigo Nogueira 001; Jimmy Lin (CoRR, 2021)

Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations. - Jimmy Lin; Xueguang Ma; Sheng-Chieh Lin; Jheng-Hong Yang; Ronak Pradeep; Rodrigo Nogueira 001 (CoRR, 2021)

Investigating the Limitations of the Transformers with Simple Arithmetic Tasks. - Rodrigo Nogueira 001; Zhiying Jiang; Jimmy Lin (CoRR, 2021)

A Replication Study of Dense Passage Retriever. - Xueguang Ma; Kai Sun; Ronak Pradeep; Jimmy Lin (CoRR, 2021)

A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques. - Jimmy Lin; Xueguang Ma (CoRR, 2021)

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval. - Xinyu Zhang 018; Xueguang Ma; Peng Shi 010; Jimmy Lin (CoRR, 2021)

Cross-Lingual Training with Dense Retrieval for Document Retrieval. - Peng Shi 010; Rui Zhang 037; He Bai 002; Jimmy Lin (CoRR, 2021)

Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering. - Minghan Li 002; Jimmy Lin (CoRR, 2021)

Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation. - Joel Mackenzie; Andrew Trotman; Jimmy Lin (CoRR, 2021)

Densifying Sparse Representations for Passage Retrieval by Representational Slicing. - Sheng-Chieh Lin; Jimmy Lin (CoRR, 2021)

Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking. - Jheng-Hong Yang; Xueguang Ma; Jimmy Lin (CoRR, 2021)

Fostering Community Engagement through Datathon Events: The Archives Unleashed Experience. - Samantha Fritz; Ian Milligan; Nick Ruest; Jimmy Lin (Digit. Humanit. Q., 2021)

The proper care and feeding of CAMELS: How limited training data affects streamflow prediction. - Martin Gauch; Juliane Mai; Jimmy Lin (Environ. Model. Softw., 2021)

A proposed conceptual framework for a representational approach to information retrieval. - Jimmy Lin (SIGIR Forum, 2021)

Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting. - Sheng-Chieh Lin; Jheng-Hong Yang; Rodrigo Nogueira 001; Ming-Feng Tsai; Chuan-Ju Wang; Jimmy Lin (ACM Trans. Inf. Syst., 2021)

Pretrained Transformers for Text Ranking: BERT and Beyond - Jimmy Lin; Rodrigo Nogueira 001; Andrew Yates (Morgan & Claypool Publishers, 2021)

VoxelCache: Accelerating Online Mapping in Robotics and 3D Reconstruction Tasks. - Sankeerth Durvasula; Raymond Kiguru; Samarth Mathur; Jenny Xu; Jimmy Lin; Nandita Vijaykumar (PACT, 2022)

Pseudo-Relevance Feedback with Dense Retrievers in Pyserini. - Hang Li 009; Shengyao Zhuang; Xueguang Ma; Jimmy Lin; Guido Zuccon (ADCS, 2022)

Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF. - Wei Zhong; Yuqing Xie 001; Jimmy Lin (CLEF (Working Notes), 2022)

REBL: Entity Linking at Scale (prototype). - Chris Kamphuis; Faegheh Hasibi; Jimmy Lin; Arjen P. de Vries (DESIRES, 2022)

Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study. - Hang Li 009; Shengyao Zhuang; Ahmed Mourad; Xueguang Ma; Jimmy Lin; Guido Zuccon (ECIR (1), 2022)

Another Look at DPR: Reproduction of Training and Replication of Retrieval. - Xueguang Ma; Kai Sun; Ronak Pradeep; Minghan Li 002; Jimmy Lin (ECIR (1), 2022)

Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking. - Ronak Pradeep; Yuqi Liu; Xinyu Zhang 018; Yilin Li; Andrew Yates; Jimmy Lin (ECIR (1), 2022)

Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. - Peng Shi 010; Linfeng Song; Lifeng Jin; Haitao Mi; He Bai 002; Jimmy Lin; Dong Yu 001 (EMNLP (Findings), 2022)

XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. - Peng Shi 010; Rui Zhang 037; He Bai 002; Jimmy Lin (EMNLP (Findings), 2022)

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. - Minghan Li 002; Xinyu Zhang 018; Ji Xin; Hongyang Zhang 001; Jimmy Lin (EMNLP, 2022)

AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages. - Odunayo Ogundepo; Xinyu Zhang 018; Shuo Sun; Kevin Duh; Jimmy Lin (EMNLP, 2022)

SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. - Raphael Tang; Karun Kumar; Gefei Yang; Akshat Pandey; Yajie Mao; Vladislav Belyaev; Madhuri Emmadi; G. Craig Murray; Ferhan Ture; Jimmy Lin (EMNLP (Industry Track), 2022)

Improving Precancerous Case Characterization via Transformer-based Ensemble Learning. - Yizhen Zhong; Jiajie Xiao; Thomas Vetterli; Mahan Matin; Ellen Loo; Jimmy Lin; Richard Bourgon; Ofer Shapira (EMNLP (Industry Track), 2022)

Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. - Wei Zhong; Jheng-Hong Yang; Yuqing Xie 001; Jimmy Lin (EMNLP (Findings), 2022)

Temporal Early Exiting for Streaming Speech Commands Recognition. - Raphael Tang; Karun Kumar; Ji Xin; Piyush Vyas; Wenyan Li 001; Gefei Yang; Yajie Mao; G. Craig Murray; Jimmy Lin (ICASSP, 2022)

Integration of text and geospatial search for hydrographic datasets using the lucene search library. - Matthew Y. R. Yang; Siwen Yang; Jimmy Lin (JCDL, 2022)

Few-Shot Non-Parametric Learning with Deep Latent Variable Model. - Zhiying Jiang; Yiqin Dai; Ji Xin; Ming Li 001; Jimmy Lin (NeurIPS, 2022)

To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers. - Hang Li 009; Shuai Wang 032; Shengyao Zhuang; Ahmed Mourad; Xueguang Ma; Jimmy Lin; Guido Zuccon (SIGIR, 2022)

Fostering Coopetition While Plugging Leaks: The Design and Implementation of the MS MARCO Leaderboards. - Jimmy Lin; Daniel Campos; Nick Craswell; Bhaskar Mitra 001; Emine Yilmaz (SIGIR, 2022)

Another Look at Information Retrieval as Statistical Translation. - Yuqi Liu; Chengcheng Hu; Jimmy Lin (SIGIR, 2022)

Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2. - Xueguang Ma; Ronak Pradeep; Rodrigo Nogueira 001; Jimmy Lin (SIGIR, 2022)

Neural Query Synthesis and Domain-Specific Ranking Templates for Multi-Stage Clinical Trial Matching. - Ronak Pradeep; Yilin Li; Yuetong Wang; Jimmy Lin (SIGIR, 2022)

Flipping the Script: Inverse Information Seeking Dialogues for Market Research. - Josh Seltzer; Kathy Cheng; Shi Zong; Jimmy Lin (SIGIR, 2022)

A Common Framework for Exploring Document-at-a-Time and Score-at-a-Time Retrieval Methods. - Andrew Trotman; Joel Mackenzie; Pradeesh Parameswaran; Jimmy Lin (SIGIR, 2022)

Too Many Relevants: Whither Cranfield Test Collections? - Ellen M. Voorhees; Nick Craswell; Jimmy Lin (SIGIR, 2022)

Overview of the TREC 2022 Deep Learning Track. - Nick Craswell; Bhaskar Mitra 001; Emine Yilmaz; Daniel Campos; Jimmy Lin; Ellen M. Voorhees; Ian Soboroff (TREC, 2022)

Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. - Jimmy Lin; David Alfonso-Hermelo; Vitor Jeronymo; Ehsan Kamalloo; Carlos Lassance; Rodrigo Nogueira 001; Odunayo Ogundepo; Mehdi Rezagholizadeh; Nandan Thakur; Jheng-Hong Yang; Xinyu Zhang 018 (TREC, 2022)

Aligning the Research and Practice of Building Search Applications: Elasticsearch and Pyserini. - Josh Devins; Julie Tibshirani; Jimmy Lin (WSDM, 2022)

Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models? - Ellen M. Voorhees; Ian Soboroff; Jimmy Lin (CoRR, 2022)

Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval. - Luyu Gao; Xueguang Ma; Jimmy Lin; Jamie Callan (CoRR, 2022)

Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. - Wei Zhong; Jheng-Hong Yang; Jimmy Lin (CoRR, 2022)

Towards Best Practices for Training Multilingual Dense Retrieval Models. - Xinyu Zhang 018; Kelechi Ogueji; Xueguang Ma; Jimmy Lin (CoRR, 2022)

Domain Adaptation for Memory-Efficient Dense Retrieval. - Nandan Thakur; Nils Reimers 001; Jimmy Lin (CoRR, 2022)

Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers. - Ji Xin; Raphael Tang; Zhiying Jiang; Yaoliang Yu; Jimmy Lin (CoRR, 2022)

Aggretriever: A Simple Approach to Aggregate Textual Representation for Robust Dense Passage Retrieval. - Sheng-Chieh Lin; Minghan Li 002; Jimmy Lin (CoRR, 2022)

What the DAAM: Interpreting Stable Diffusion Using Cross Attention. - Raphael Tang; Akshat Pandey; Zhiying Jiang; Gefei Yang; Karun Kumar; Jimmy Lin; Ferhan Ture (CoRR, 2022)

Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers. - Odunayo Ogundepo; Xinyu Zhang 018; Jimmy Lin (CoRR, 2022)

Query Expansion Using Contextual Clue Sampling with Language Models. - Linqing Liu; Minghan Li 002; Jimmy Lin; Sebastian Riedel 001; Pontus Stenetorp (CoRR, 2022)

Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages. - Xinyu Zhang 018; Nandan Thakur; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Mehdi Rezagholizadeh; Jimmy Lin (CoRR, 2022)

On the Interaction Between Differential Privacy and Gradient Compression in Deep Learning. - Jimmy Lin (CoRR, 2022)

Less is More: Parameter-Free Text Classification with Gzip. - Zhiying Jiang; Matthew Y. R. Yang; Mikhail Tsirlin; Raphael Tang; Jimmy Lin (CoRR, 2022)

Building a Culture of Reproducibility in Academic Research. - Jimmy Lin (CoRR, 2022)

Precise Zero-Shot Dense Retrieval without Relevance Labels. - Luyu Gao; Xueguang Ma; Jimmy Lin; Jamie Callan (ACL (1), 2023)

"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors. - Zhiying Jiang; Matthew Y. R. Yang; Mikhail Tsirlin; Raphael Tang; Yiqin Dai; Jimmy Lin (ACL (Findings), 2023)

Evaluating Embedding APIs for Information Retrieval. - Ehsan Kamalloo; Xinyu Zhang 018; Odunayo Ogundepo; Nandan Thakur; David Alfonso-Hermelo; Mehdi Rezagholizadeh; Jimmy Lin (ACL (industry), 2023)

CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. - Minghan Li 002; Sheng-Chieh Lin; Barlas Oguz; Asish Ghoshal; Jimmy Lin; Yashar Mehdad; Wen-tau Yih; Xilun Chen 002 (ACL (1), 2023)

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration. - Aleksandra Piktus; Odunayo Ogundepo; Christopher Akiki; Akintunde Oladipo; Xinyu Zhang 018; Hailey Schoelkopf; Stella Biderman; Martin Potthast; Jimmy Lin (ACL (demo), 2023)

What the DAAM: Interpreting Stable Diffusion Using Cross Attention. - Raphael Tang; Linqing Liu; Akshat Pandey; Zhiying Jiang; Gefei Yang; Karun Kumar; Pontus Stenetorp; Jimmy Lin; Ferhan Ture (ACL (1), 2023)

Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers. - Ji Xin; Raphael Tang; Zhiying Jiang; Yaoliang Yu; Jimmy Lin (ACL (Findings), 2023)

Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. - Xueguang Ma; Tommaso Teofili; Jimmy Lin (CIKM, 2023)

Answer Retrieval for Math Questions Using Structural and Dense Retrieval. - Wei Zhong; Yuqing Xie 001; Jimmy Lin (CLEF, 2023)

PyGaggle: A Gaggle of Resources for Open-Domain Question Answering. - Ronak Pradeep; Haonan Chen; Lingwei Gu; Manveer Singh Tamber; Jimmy Lin (ECIR (3), 2023)

Pre-processing Matters! Improved Wikipedia Corpora for Open-Domain Question Answering. - Manveer Singh Tamber; Ronak Pradeep; Jimmy Lin (ECIR (3), 2023)

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face. - Christopher Akiki; Odunayo Ogundepo; Aleksandra Piktus; Xinyu Zhang 018; Akintunde Oladipo; Jimmy Lin; Martin Potthast (EMNLP (Demos), 2023)

mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval. - Sheng-Chieh Lin; Amin Ahmad; Jimmy Lin (EMNLP, 2023)

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval. - Sheng-Chieh Lin; Akari Asai; Minghan Li 002; Barlas Oguz; Jimmy Lin; Yashar Mehdad; Wen-tau Yih; Xilun Chen 002 (EMNLP (Findings), 2023)

Better Quality Pre-training Data and T5 Models for African Languages. - Akintunde Oladipo; Mofetoluwa Adeyemi; Orevaoghene Ahia; Abraham Toluwase Owodunni; Odunayo Ogundepo; David Ifeoluwa Adelani; Jimmy Lin (EMNLP, 2023)

How Does Generative Retrieval Scale to Millions of Passages? - Ronak Pradeep; Kai Hui 001; Jai Gupta 001; Ádám D. Lelkes; Honglei Zhuang; Jimmy Lin; Donald Metzler; Vinh Q. Tran 002 (EMNLP, 2023)

CIRAL at FIRE 2023: Cross-Lingual Information Retrieval for African Languages. - Mofetoluwa Adeyemi; Akintunde Oladipo; Xinyu Zhang 018; David Alfonso-Hermelo; Mehdi Rezagholizadeh; Boxing Chen; Jimmy Lin (FIRE, 2023)

Overview of the CIRAL Track at FIRE 2023: Cross-lingual Information Retrieval for African Languages. - Mofetoluwa Adeyemi; Akintunde Oladipo; Xinyu Crystina Zhang; David Alfonso-Hermelo; Mehdi Rezagholizadeh; Boxing Chen; Jimmy Lin (FIRE (Working Notes), 2023)

Enhancing Sparse Retrieval via Unsupervised Learning. - Xueguang Ma; Hengxin Fun; Xusen Yin; Antonio Mallia; Jimmy Lin (SIGIR-AP, 2023)

Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval. - Luyu Gao; Xueguang Ma; Jimmy Lin; Jamie Callan (SIGIR, 2023)

MMEAD: MS MARCO Entity Annotations and Disambiguations. - Chris Kamphuis; Aileen Lin; Siwen Yang; Jimmy Lin; Arjen P. de Vries; Faegheh Hasibi (SIGIR, 2023)

SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. - Minghan Li 002; Sheng-Chieh Lin; Xueguang Ma; Jimmy Lin (SIGIR, 2023)

SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval. - Nandan Thakur; Kexin Wang; Iryna Gurevych; Jimmy Lin (SIGIR, 2023)

AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. - Jheng-Hong Yang; Carlos Lassance; Rafael Sampaio de Rezende; Krishna Srinivasan; Miriam Redi; Stéphane Clinchant; Jimmy Lin (SIGIR, 2023)

One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search. - Wei Zhong; Sheng-Chieh Lin; Jheng-Hong Yang; Jimmy Lin (SIGIR, 2023)

Overview of the TREC 2023 Deep Learning Track. - Nick Craswell; Bhaskar Mitra 001; Emine Yilmaz; Hossein A. Rahmani; Daniel Campos; Jimmy Lin; Ellen M. Voorhees; Ian Soboroff (TREC, 2023)

Naverloo @ TREC Deep Learning and Neuclir 2023: As Easy as Zero, One, Two, Three - Cascading Dual Encoders, Mono, Duo, and Listo for Ad-Hoc Retrieval. - Carlos Lassance; Ronak Pradeep; Jimmy Lin (TREC, 2023)

TREC 2023 - h2oloo in the Product Search Challenge. - Jheng-Hong Yang; Jimmy Lin (TREC, 2023)

TREC2023 AToMiC Overview. - Jheng-Hong Yang; Carlos Lassance; Rafael Sampaio de Rezende; Krishna Srinivasan; Miriam Redi; Stéphane Clinchant; Jimmy Lin (TREC, 2023)

Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks. - Shi Zong; Josh Seltzer; Jiahua Pan; Kathy Cheng; Jimmy Lin (CoRR, 2023)

Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction. - Xinyu Zhang 018; Minghan Li 002; Jimmy Lin (CoRR, 2023)

Zero-Shot Listwise Document Reranking with a Large Language Model. - Xueguang Ma; Xinyu Zhang 018; Ronak Pradeep; Jimmy Lin (CoRR, 2023)

SmartProbe: A Virtual Moderator for Market Research Surveys. - Josh Seltzer; Jiahua Pan; Kathy Cheng; Yuxiao Sun; Santosh Kolagati; Jimmy Lin; Shi Zong (CoRR, 2023)

Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain. - Vanessa Liao; Syed Shariyar Murtaza; Yifan Nie; Jimmy Lin (CoRR, 2023)

Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard. - Ehsan Kamalloo; Nandan Thakur; Carlos Lassance; Xueguang Ma; Jheng-Hong Yang; Jimmy Lin (CoRR, 2023)

HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution. - Ehsan Kamalloo; Aref Jafari; Xinyu Zhang 018; Nandan Thakur; Jimmy Lin (CoRR, 2023)

Approximating Human-Like Few-shot Learning with GPT-based Compression. - Cynthia Huang; Yuqing Xie 001; Zhiying Jiang; Jimmy Lin; Ming Li 001 (CoRR, 2023)

Unsupervised Chunking with Hierarchical RNN. - Zijun Wu; Anup Anand Deshmukh; Yongkang Wu; Jimmy Lin; Lili Mou (CoRR, 2023)

RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models. - Ronak Pradeep; Sahel Sharifymoghaddam; Jimmy Lin (CoRR, 2023)

Generate, Filter, and Fuse: Query Expansion via Multi-Step Keyword Generation for Zero-Shot Neural Rankers. - Minghan Li 002; Honglei Zhuang; Kai Hui 001; Zhen Qin 001; Jimmy Lin; Rolf Jagerman; Xuanhui Wang; Michael Bendersky (CoRR, 2023)

End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene. - Arthur Haonan Chen; Carlos Lassance; Jimmy Lin (CoRR, 2023)

What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations. - Raphael Tang; Xinyu Zhang 018; Jimmy Lin; Ferhan Ture (CoRR, 2023)

Searching Dense Representations with Inverted Indexes. - Jimmy Lin; Tommaso Teofili (CoRR, 2023)

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze! - Ronak Pradeep; Sahel Sharifymoghaddam; Jimmy Lin (CoRR, 2023)

NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation. - Nandan Thakur; Luiz Bonifacio; Xinyu Zhang 018; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Boxing Chen; Mehdi Rezagholizadeh; Jimmy Lin (CoRR, 2023)

Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models. - Manveer Singh Tamber; Ronak Pradeep; Jimmy Lin (CoRR, 2023)

MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages. - Xinyu Zhang 018; Nandan Thakur; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Mehdi Rezagholizadeh; Jimmy Lin (Trans. Assoc. Comput. Linguistics, 2023)

Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval. - Sheng-Chieh Lin; Minghan Li 002; Jimmy Lin (Trans. Assoc. Comput. Linguistics, 2023)

A Dense Representation Framework for Lexical and Semantic Matching. - Sheng-Chieh Lin; Jimmy Lin (ACM Trans. Inf. Syst., 2023)

Efficient Document-at-a-time and Score-at-a-time Query Evaluation for Learned Sparse Representations. - Joel Mackenzie; Andrew Trotman; Jimmy Lin (ACM Trans. Inf. Syst., 2023)

Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification. - Jimmy Lin; Junkai Li; Jiasi Gao; Weizhi Ma; Yang Liu (AAAI, 2024)

Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages. - Mofetoluwa Adeyemi; Akintunde Oladipo; Ronak Pradeep; Jimmy Lin (ACL (Short Papers), 2024)

EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. - Mohammad Dehghan; Mohammad Ali Alomrani; Sunyam Bagga; David Alfonso-Hermelo; Khalil Bibi; Abbas Ghaddar; Yingxue Zhang 001; Xiaoguang Li; Jianye Hao; Qun Liu 001; Jimmy Lin; Boxing Chen; et al. (ACL (1), 2024)

Towards Automated End-to-End Health Misinformation Free Search with a Large Language Model. - Ronak Pradeep; Jimmy Lin (ECIR (4), 2024)

Unifying Multimodal Retrieval via Document Screenshot Embedding. - Xueguang Ma; Sheng-Chieh Lin; Minghan Li 002; Wenhu Chen; Jimmy Lin (EMNLP, 2024)

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models. - Ronak Pradeep; Daniel Lee; Ali Mousavi 003; Jeffrey Pound; Yisi Sang; Jimmy Lin; Ihab F. Ilyas; Saloni Potdar; Mostafa Arefiyan; Yunyao Li 001 (EMNLP (Industry Track), 2024)

Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation. - Raphael Tang; Xinyu Zhang 018; Lixinyu Xu; Yao Lu; Wenyan Li 001; Pontus Stenetorp; Jimmy Lin; Ferhan Ture (EMNLP, 2024)

"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation. - Nandan Thakur; Luiz Bonifacio; Xinyu Zhang 018; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Boxing Chen; Mehdi Rezagholizadeh; Jimmy Lin (EMNLP (Findings), 2024)

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval. - Shengyao Zhuang; Xueguang Ma; Bevan Koopman; Jimmy Lin; Guido Zuccon (EMNLP, 2024)

Toward Automatic Relevance Judgment using Vision-Language Models for Image-Text Retrieval Evaluation. - Jheng-Hong Yang; Jimmy Lin (LLM4Eval@SIGIR, 2024)

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. - Raphael Tang; Xinyu Zhang 018; Xueguang Ma; Jimmy Lin; Ferhan Ture (NAACL-HLT, 2024)

Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. - Nandan Thakur; Jianmo Ni; Gustavo Hernández Ábrego; John Wieting; Jimmy Lin; Daniel Cer (NAACL-HLT, 2024)

CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders. - Xinyu Zhang 018; Minghan Li 002; Jimmy Lin (NAACL (Short Papers), 2024)

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution. - Minghan Li 002; Xilun Chen 002; Ari Holtzman; Beidi Chen; Jimmy Lin; Scott Yih; Victoria Lin 002 (NeurIPS, 2024)

FLAME : Factuality-Aware Alignment for Large Language Models. - Sheng-Chieh Lin; Luyu Gao; Barlas Oguz; Wenhan Xiong; Jimmy Lin; Scott Yih; Xilun Chen 002 (NeurIPS, 2024)

Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers? - Minghan Li 002; Honglei Zhuang; Kai Hui 001; Zhen Qin 001; Jimmy Lin; Rolf Jagerman; Xuanhui Wang; Michael Bendersky (SIGIR, 2024)

CIRAL: A Test Collection for CLIR Evaluations in African Languages. - Mofetoluwa Adeyemi; Akintunde Oladipo; Xinyu Zhang 018; David Alfonso-Hermelo; Mehdi Rezagholizadeh; Boxing Chen; Abdul-Hakeem Omotayo; Idris Abdulmumin; Naome A. Etori; Toyib Babatunde Musa; Samuel Fanijo; Oluwabusayo Olufunke Awoyomi; et al. (SIGIR, 2024)

Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses. - Ehsan Kamalloo; Nandan Thakur; Carlos Lassance; Xueguang Ma; Jheng-Hong Yang; Jimmy Lin (SIGIR, 2024)

Towards Robust QA Evaluation via Open LLMs. - Ehsan Kamalloo; Shivani Upadhyay; Jimmy Lin (SIGIR, 2024)

Fine-Tuning LLaMA for Multi-Stage Text Retrieval. - Xueguang Ma; Liang Wang 046; Nan Yang 002; Furu Wei; Jimmy Lin (SIGIR, 2024)

On Backbones and Training Regimes for Dense Retrieval in African Languages. - Akintunde Oladipo; Mofetoluwa Adeyemi; Jimmy Lin (SIGIR, 2024)

Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR. - Nandan Thakur; Luiz Bonifacio; Maik Fröbe; Alexander Bondarenko 001; Ehsan Kamalloo; Martin Potthast; Matthias Hagen; Jimmy Lin (SIGIR, 2024)

Reflections on the Coding Ability of LLMs for Analyzing Market Research Surveys. - Shi Zong; Santosh Kolagati; Amit Chaudhary; Josh Seltzer; Jimmy Lin (SIGIR, 2024)

Vector Search with OpenAI Embeddings: Lucene Is All You Need. - Jasper Xian; Tommaso Teofili; Ronak Pradeep; Jimmy Lin (WSDM, 2024)

LLMs Can Patch Up Missing Relevance Judgments in Evaluation. - Shivani Upadhyay; Ehsan Kamalloo; Jimmy Lin (CoRR, 2024)

UniRAG: Universal Retrieval Augmentation for Multi-Modal Large Language Models. - Sahel Sharifymoghaddam; Shivani Upadhyay; Wenhu Chen; Jimmy Lin (CoRR, 2024)

UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor. - Shivani Upadhyay; Ronak Pradeep; Nandan Thakur; Nick Craswell; Jimmy Lin (CoRR, 2024)

Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogism. - Shi Zong; Jimmy Lin (CoRR, 2024)

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models. - Ronak Pradeep; Daniel Lee; Ali Mousavi 003; Jeff Pound; Yisi Sang; Jimmy Lin; Ihab F. Ilyas; Saloni Potdar; Mostafa Arefiyan; Yunyao Li 001 (CoRR, 2024)

Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? - Jimmy Lin (CoRR, 2024)

Tomato, Tomahto, Tomate: Measuring the Role of Shared Semantics among Subwords in Multilingual Language Models. - Xinyu Zhang 018; Jing Lu; Vinh Q. Tran 002; Tal Schuster; Donald Metzler; Jimmy Lin (CoRR, 2024)

An Early FIRST Reproduction and Improvements to Single-Token Decoding for Fast Listwise Reranking. - Zijian Chen; Ronak Pradeep; Jimmy Lin (CoRR, 2024)

A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look. - Shivani Upadhyay; Ronak Pradeep; Nandan Thakur; Daniel Campos; Nick Craswell; Ian Soboroff; Hoa Trang Dang; Jimmy Lin (CoRR, 2024)

Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer Framework. - Ronak Pradeep; Nandan Thakur; Shivani Upadhyay; Daniel Campos; Nick Craswell; Jimmy Lin (CoRR, 2024)

CURE: A dataset for Clinical Understanding & Retrieval Evaluation. - Nadia Sheikh; Anne-Laure Jousse; Daniel Buades Marcos; Akintunde Oladipo; Olivier Rousseau; Jimmy Lin (CoRR, 2024)

Zero-Shot ATC Coding with Large Language Models for Clinical Assessments. - Zijian Chen; John-Michael Gamble; Micaela Jantzi; John P. Hirdes; Jimmy Lin (CoRR, 2024)

Musings About the Future of Search: A Return to the Past? - Jimmy Lin; Pankaj Gupta 002; Will Horn; Gilad Mishne (CoRR, 2024)

Toward Best Practices for Training Multilingual Dense Retrieval Models. - Xinyu Zhang 018; Kelechi Ogueji; Xueguang Ma; Jimmy Lin (ACM Trans. Inf. Syst., 2024)

DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers. - Xueguang Ma; Xi Victoria Lin; Barlas Oguz; Jimmy Lin; Wen-tau Yih; Xilun Chen 002 (ACL (1), 2025)

VISA: Retrieval Augmented Generation with Visual Source Attribution. - Xueguang Ma; Shengyao Zhuang; Bevan Koopman; Guido Zuccon; Wenhu Chen; Jimmy Lin (ACL (1), 2025)

AfroBench: How Good are Large Language Models on African Languages? - Jessica Ojo; Odunayo Ogundepo; Akintunde Oladipo; Kelechi Ogueji; Jimmy Lin; Pontus Stenetorp; David Ifeoluwa Adelani (ACL (Findings), 2025)

The Impact of Incidental Multilingual Text on Cross-Lingual Transfer in Monolingual Retrieval. - Andrew Liu; Edward Xu; Crystina Zhang; Jimmy Lin (ECIR (3), 2025)

Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track. - Ronak Pradeep; Nandan Thakur; Sahel Sharifymoghaddam; Eric Zhang; Ryan Nguyen; Daniel Campos; Nick Craswell; Jimmy Lin (ECIR (1), 2025)

LiT and Lean: Distilling Listwise Rerankers Into Encoder-Decoder Models. - Manveer Singh Tamber; Ronak Pradeep; Jimmy Lin (ECIR (3), 2025)

Patience in Proximity: A Simple Early Termination Strategy for HNSW Graph Traversal in Approximate k-Nearest Neighbor Search. - Tommaso Teofili; Jimmy Lin (ECIR (3), 2025)

Rank-Without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models. - Crystina Zhang; Sebastian Hofstätter; Patrick Lewis 002; Raphael Tang; Jimmy Lin (ECIR (2), 2025)

Mm-Embed: Universal Multimodal Retrieval with Multimodal LLMS. - Sheng-Chieh Lin; Chankyu Lee; Mohammad Shoeybi; Jimmy Lin; Bryan Catanzaro; Wei Ping (ICLR, 2025)

Zero-Shot ATC Coding with Large Language Models for Clinical Assessments. - Zijian Chen; John-Michael Gamble; Jimmy Lin (NAACL (Industry Track), 2025)

UniRAG: Universal Retrieval Augmentation for Large Vision Language Models. - Sahel Sharifymoghaddam; Shivani Upadhyay; Wenhu Chen; Jimmy Lin (NAACL (Findings), 2025)

Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models. - Manveer Singh Tamber; Jasper Xian; Jimmy Lin (NAACL (Findings), 2025)

MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems. - Nandan Thakur; Suleman Kazi; Ge Luo 002; Jimmy Lin; Amin Ahmad (NAACL (Long Papers), 2025)

Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts? - Crystina Zhang; Jing Lu; Vinh Q. Tran 002; Tal Schuster; Donald Metzler; Jimmy Lin (NAACL (Findings), 2025)

Accelerating Listwise Reranking: Reproducing and Enhancing FIRST. - Zijian Chen; Ronak Pradeep; Jimmy Lin (SIGIR, 2025)

Gosling Grows Up: Retrieval with Learned Dense and Sparse Representations Using Anserini. - Jimmy Lin; Arthur Haonan Chen; Carlos Lassance; Xueguang Ma; Ronak Pradeep; Tommaso Teofili; Jasper Xian; Jheng-Hong Yang; Brayden Zhong; Vincent Zhong (SIGIR, 2025)

Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality. - Xueguang Ma; Luyu Gao; Shengyao Zhuang; Jiaqi Samantha Zhan; Jamie Callan; Jimmy Lin (SIGIR, 2025)

The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models. - Ronak Pradeep; Nandan Thakur; Shivani Upadhyay; Daniel Campos; Nick Craswell; Ian Soboroff; Hoa Trang Dang; Jimmy Lin (SIGIR, 2025)

RankLLM: A Python Package for Reranking with LLMs. - Sahel Sharifymoghaddam; Ronak Pradeep; Andre Slavescu; Ryan Nguyen; Andrew Xu; Zijian Chen; Yilin Zhang; Yidi Chen; Jasper Xian; Jimmy Lin (SIGIR, 2025)

Assessing Support for the TREC 2024 RAG Track: A Large-Scale Comparative Study of LLM and Human Evaluations. - Nandan Thakur; Ronak Pradeep; Shivani Upadhyay; Daniel Campos; Nick Craswell; Ian Soboroff; Hoa Trang Dang; Jimmy Lin (SIGIR, 2025)

Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks. - Shengyao Zhuang; Ekaterina Khramtsova; Xueguang Ma; Bevan Koopman; Jimmy Lin; Guido Zuccon (SIGIR, 2025)

Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM Judges. - Manveer Singh Tamber; Jimmy Lin (CoRR, 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (CoRR, 2025)

A Survey of Model Architectures in Information Retrieval. - Zhichao Xu 001; Fengran Mo; Zhiqi Huang; Crystina Zhang; Puxuan Yu; Bei Wang 001; Jimmy Lin; Vivek Srikumar (CoRR, 2025)

Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation. - Manveer Singh Tamber; Suleman Kazi; Vivek Sourabh; Jimmy Lin (CoRR, 2025)

Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning. - Shengyao Zhuang; Xueguang Ma; Bevan Koopman; Jimmy Lin; Guido Zuccon (CoRR, 2025)

Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB. - Anas Dorbani; Sunny Yasser; Jimmy Lin; Amine Mhedhbi (CoRR, 2025)

FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents. - Nandan Thakur; Jimmy Lin; Sam Havens; Michael Carbin; Omar Khattab; Andrew Drozdov (CoRR, 2025)

The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models. - Ronak Pradeep; Nandan Thakur; Shivani Upadhyay; Daniel Campos; Nick Craswell; Jimmy Lin (CoRR, 2025)

Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges. - Nandan Thakur; Ronak Pradeep; Shivani Upadhyay; Daniel Campos; Nick Craswell; Jimmy Lin (CoRR, 2025)

Chatbot Arena Meets Nuggets: Towards Explanations and Diagnostics in the Evaluation of LLM Responses. - Sahel Sharifymoghaddam; Shivani Upadhyay; Nandan Thakur; Ronak Pradeep; Jimmy Lin (CoRR, 2025)

Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards. - Manveer Singh Tamber; Forrest Sheng Bao; Chenyu Xu; Ge Luo 002; Suleman Kazi; Minseok Bae; Miaoran Li; Ofer Mendelevitch; Renyi Qu; Jimmy Lin (CoRR, 2025)

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? - Nour Jedidi; Yung-Sung Chuang; James R. Glass; Jimmy Lin (CoRR, 2025)

Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval. - Nandan Thakur; Crystina Zhang; Xueguang Ma; Jimmy Lin (CoRR, 2025)

Conventional Contrastive Learning Often Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic Data. - Manveer Singh Tamber; Suleman Kazi; Vivek Sourabh; Jimmy Lin (CoRR, 2025)

Improving Multilingual Math Reasoning for African Languages. - Odunayo Ogundepo; Akintunde Oladipo; Kelechi Ogueji; Esther Adenuga; David Ifeoluwa Adelani; Jimmy Lin (CoRR, 2025)

On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools. - Shivani Upadhyay; Messiah Ataey; Shariyar Murtuza; Yifan Nie; Jimmy Lin (CoRR, 2025)

MAGMaR Shared Task System Description: Video Retrieval with OmniEmbed. - Jiaqi Samantha Zhan; Crystina Zhang; Shengyao Zhuang; Xueguang Ma; Jimmy Lin (CoRR, 2025)

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent. - Zijian Chen; Xueguang Ma; Shengyao Zhuang; Ping Nie; Kai Zou; Andrew Liu; Joshua Green; Kshama Patel; Ruoxi Meng; Mingyi Su; Sahel Sharifymoghaddam; Yanxi Li; et al. (CoRR, 2025)