Jimmy Lin

According to our database1, Jimmy Lin authored at least 284 papers between 1999 and 2018.

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Bibliography

2018
Anserini: Reproducible Ranking Baselines Using Lucene.
J. Data and Information Quality, 2018

Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook.
J. Data and Information Quality, 2018

Scale Up or Scale Out for Graph Processing?
IEEE Internet Computing, 2018

JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis.
CoRR, 2018

Adaptive Pruning of Neural Language Models for Mobile Devices.
CoRR, 2018

Repeatability Corner Cases in Document Ranking: The Impact of Score Ties.
CoRR, 2018

Sapphire: Querying RDF Data Made Simple.
CoRR, 2018

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search.
CoRR, 2018

In-Browser Split-Execution Support for Interactive Analytics in the Cloud.
CoRR, 2018

Serverless Data Analytics with Flint.
CoRR, 2018

Query Driven Algorithm Selection in Early Stage Retrieval.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter.
Proceedings of the 2018 International Conference on Management of Data, 2018

What Do Viewers Say to Their TVs?: An Analysis of Voice Queries to Entertainment Systems.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Update Delivery Mechanisms for Prospective Information Needs: An Analysis of Attention in Mobile Users.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

The Evolution of Content Analysis for Personalized Recommendations at Twitter.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Multi-Task Learning with Neural Networks for Voice Query Understanding on an Entertainment Platform.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Deep Residual Learning for Small-Footprint Keyword Spotting.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

RecService: Distributed Real-Time Graph Processing at Twitter.
Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Computing without Servers, V8, Rocket Ships, and Other Batsh*t Crazy Ideas in Data Systems.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Serverless Data Analytics with Flint.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing.
PVLDB, 2017

Warcbase: Scalable Analytics Infrastructure for Exploring Web Archives.
JOCCH, 2017

The role of index compression in score-at-a-time query evaluation.
Inf. Retr. Journal, 2017

The Lambda and the Kappa.
IEEE Internet Computing, 2017

In Defense of MapReduce.
IEEE Internet Computing, 2017

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks.
CoRR, 2017

An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting.
CoRR, 2017

Deep Residual Learning for Small-Footprint Keyword Spotting.
CoRR, 2017

Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting.
CoRR, 2017

The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing: A User Survey.
CoRR, 2017

An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures.
CoRR, 2017

Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering.
CoRR, 2017

Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks.
CoRR, 2017

Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams.
CoRR, 2017

Distant Supervision for Topic Classification of Tweets in Curated Streams.
CoRR, 2017

Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems.
CoRR, 2017

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images.
CoRR, 2017

Ten Blue Links on Mars.
Proceedings of the 26th International Conference on World Wide Web, 2017

Partitioning and Segment Organization Strategies for Real-Time Selective Search on Document Streams.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Overview of the TREC 2017 Real-Time Summarization Track.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

In-Browser Interactive SQL Analytics with Afterburner.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Anserini: Enabling the Use of Lucene for Information Retrieval Research.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

On the Reusability of "Living Labs" Test Collections: : A Case Study of Real-Time Summarization.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Finally, a Downloadable Test Collection of Tweets.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Experiments with Convolutional Neural Network Models for Answer Selection.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Event Detection on Curated Tweet Streams.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Mining the Temporal Statistics of Query Terms for Searching Social Media Posts.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Quantization in Append-Only Collections.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

An Exploration of Serverless Architectures for Information Retrieval.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

The Pareto Frontier of Utility Models as a Framework for Evaluating Push Notification Systems.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Do We Need Specialized Graph Databases?: Benchmarking Real-Time Social Networking Applications.
Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems, 2017

An Insight Extraction System on BioMedical Literature with Deep Neural Networks.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Comparative Assessment of Alignment Algorithms for NGS Data: Features, Considerations, Implementations, and Future.
Proceedings of the Algorithms for Next-Generation Sequencing Data, Techniques, 2017

2016
NScale: neighborhood-centric large-scale graph analytics in the cloud.
VLDB J., 2016

GraphJet: Real-Time Content Recommendations at Twitter.
PVLDB, 2016

Sapphire: Querying RDF Data Made Simple.
PVLDB, 2016

The Future of Big Data Is ... JavaScript?
IEEE Internet Computing, 2016

Searching from Mars.
IEEE Internet Computing, 2016

The Effects of Latency Penalties in Evaluating Push Notification Systems.
CoRR, 2016

Afterburner: The Case for In-Browser Analytics.
CoRR, 2016

Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems.
CoRR, 2016

Ten Blue Links on Mars.
CoRR, 2016

Sampling Strategies and Active Learning for Volume Estimation.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

An Exploration of Evaluation Metrics for Mobile Push Notifications.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Simple Dynamic Emission Strategies for Microblog Filtering.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

A Platform for Streaming Push Notifications to Mobile Assessors.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Interleaved Evaluation for Retrospective Summarization and Prospective Notification on Document Streams.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Estimating topical volume in social media streams.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Evaluating Search Among Secrets.
Proceedings of the Seventh International Workshop on Evaluating Information Access, 2016

Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement.
Proceedings of the NAACL HLT 2016, 2016

Prizm: A Wireless Access Point for Proxy-Based Web Lifelogging.
Proceedings of the first Workshop on Lifelogging Tools and Applications, 2016

Content Selection and Curation for Web Archiving: The Gatekeepers vs. the Masses.
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

Desiderata for Exploratory Search Interfaces to Web Archives in Support of Scholarly Activities.
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

Temporal Query Expansion Using a Continuous Hidden Markov Model.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Retrievability in API-Based "Evaluation as a Service".
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Rank-at-a-Time Query Processing.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Total Recall: Blue Sky on Mars.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Compressing and Decoding Term Statistics Time Series.
Proceedings of the Advances in Information Retrieval, 2016

Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge.
Proceedings of the Advances in Information Retrieval, 2016

Exploring and Discovering Archive-It Collections with Warcbase.
Proceedings of the Digital Humanities 2016, 2016

Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Optimizing Nugget Annotations with Active Learning.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Discovering key moments in social media streams.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

In Vacuo and In Situ Evaluation of SIMD Codecs.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

Dynamic Cutoff Prediction in Multi-Stage Retrieval Systems.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

2015
Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars.
TACL, 2015

Report on the Evaluation-as-a-Service (EaaS) Expert Workshop.
SIGIR Forum, 2015

Report on the SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR).
SIGIR Forum, 2015

Is Big Data a Transient Problem?
IEEE Internet Computing, 2015

Evaluation-as-a-Service: Overview and Outlook.
CoRR, 2015

Learning to Discover Key Moments in Social Media Streams.
CoRR, 2015

Scaling Down Distributed Infrastructure on Wimpy Machines for Personal Web Archiving.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Assessor Differences and User Preferences in Tweet Timeline Generation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR).
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Developing an Open-Source Bibliometric Ranking Website Using Google Scholar Citation Profiles for Researchers in the Field of Biomedical Informatics.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Identifying Duplicate and Contradictory Information in Wikipedia.
Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

The Sum of All Human Knowledge in Your Pocket: Full-Text Searchable Wikipedia on a Raspberry Pi.
Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

The Feasibility of Brute Force Scans for Real-Time Tweet Search.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Anytime Ranking for Impact-Ordered Indexes.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Building a Self-Contained Search Engine in the Browser.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search.
Proceedings of the Advances in Information Retrieval, 2015

2014
Exploiting Representations from Statistical Machine Translation for Cross-Language Information Retrieval.
ACM Trans. Inf. Syst., 2014

Runtime Optimizations for Tree-Based Machine Learning Models.
IEEE Trans. Knowl. Data Eng., 2014

NScale: Neighborhood-centric Analytics on Large Graphs.
PVLDB, 2014

Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs.
PVLDB, 2014

Summingbird: A Framework for Integrating Batch and Online MapReduce Computations.
PVLDB, 2014

Identifying Duplicate and Contradictory Information in Wikipedia.
CoRR, 2014

NScale: Neighborhood-centric Large-Scale Graph Analytics in the Cloud.
CoRR, 2014

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

Learning to efficiently rank on big data.
Proceedings of the 23rd International World Wide Web Conference, 2014

Information network or social network?: the structure of the twitter follow graph.
Proceedings of the 23rd International World Wide Web Conference, 2014

Infrastructure for supporting exploration and discovery in web archives.
Proceedings of the 23rd International World Wide Web Conference, 2014

Infrastructure support for evaluation as a service.
Proceedings of the 23rd International World Wide Web Conference, 2014

On run diversity in Evaluation as a Service.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Old dogs are great at new tricks: column stores for ir prototyping.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Temporal feedback for tweet search with non-parametric density estimation.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Visual analytics of MOOCs at maryland.
Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Using visualizations to monitor changes and harvest insights from a global-scale logging infrastructure at Twitter.
Proceedings of the 2014 IEEE Conference on Visual Analytics Science and Technology, 2014

Partitioning strategies for spatio-textual similarity join.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014

Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

The Impact of Future Term Statistics in Real-Time Tweet Search.
Proceedings of the Advances in Information Retrieval, 2014

Column Stores as an IR Prototyping Tool.
Proceedings of the Advances in Information Retrieval, 2014

Supporting "Distant Reading" for Web Archives.
Proceedings of the Digital Humanities 2014, 2014

Cumulative Citation Recommendation: A Feature-Aware Comparison of Approaches.
Proceedings of the 25th International Workshop on Database and Expert Systems Applications, 2014

Do recommendations matter?: news recommendation in real life.
Proceedings of the Computer Supported Cooperative Work, 2014

2013
Fast candidate generation for real-time tweet search with bloom filter chains.
ACM Trans. Inf. Syst., 2013

Evaluation as a service for information retrieval.
SIGIR Forum, 2013

Hone: "Scaling Down" Hadoop on Shared-Memory Systems.
PVLDB, 2013

Document vector representations for feature extraction in multi-stage document ranking.
Inf. Retr., 2013

Fast, Incremental Inverted Indexing in Main Memory for Web-Scale Collections
CoRR, 2013

Monoidify! Monoids as a Design Principle for Efficient MapReduce Algorithms
CoRR, 2013

Dynamic Memory Allocation Policies for Postings in Real-Time Twitter Search
CoRR, 2013

WTF: the who to follow service at Twitter.
Proceedings of the 22nd International World Wide Web Conference, 2013

Towards Efficient Large-Scale Feature-Rich Statistical Machine Translation.
Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Overview of the TREC-2013 Microblog Track.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

CWI and TU Delft Notebook TREC 2013: Contextual Suggestion, Federated Web Search, KBA, and Web Tracks.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Fast data in the era of big data: Twitter's real-time related query suggestion architecture.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Flat vs. hierarchical phrase-based translation models for cross-language information retrieval.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Massively Parallel Suffix Array Queries and On-Demand Phrase Extraction for Statistical Machine Translation Using GPUs.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Dynamic memory allocation policies for postings in real-time Twitter search.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Visualizing the "Pulse" of World Cities on Twitter.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Training Efficient Tree-Based Models for Document Ranking.
Proceedings of the Advances in Information Retrieval, 2013

A month in the life of a production news recommender system.
Proceedings of the 2013 workshop on Living labs for information retrieval evaluation, 2013

Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Scaling big data mining infrastructure: the twitter experience.
SIGKDD Explorations, 2012

The Unified Logging Infrastructure for Data Analytics at Twitter.
PVLDB, 2012

Runtime Optimizations for Prediction with Tree-Based Models
CoRR, 2012

Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture
CoRR, 2012

MapReduce is Good Enough? If All You Have is a Hammer, Throw Away Everything That's Not a Nail!
CoRR, 2012

The Unified Logging Infrastructure for Data Analytics at Twitter
CoRR, 2012

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

Overview of the TREC-2012 Microblog Track.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Large-scale machine learning at twitter.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Looking inside the box: context-sensitive translation for cross-language information retrieval.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Twanchor text: a preliminary study of the value of tweets as anchor text.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

On building a reusable Twitter corpus.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Evaluating Real-Time Search over Tweets.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

A Study of "Churn" in Tweets and Real-Time Search Queries.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Earlybird: Real-Time Search at Twitter.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Combining Statistical Translation Techniques for Cross-Language Information Retrieval.
Proceedings of the COLING 2012, 2012

Fast candidate generation for two-phase document ranking: postings list intersection with bloom filters.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Special Issue on Cloud Computing.
J. Parallel Distrib. Comput., 2011

A cascade ranking model for efficient ranked retrieval.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

No free lunch: brute force vs. locality-sensitive hashing for cross-lingual pairwise similarity.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Cross-corpus relevance projection.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Pseudo test collections for learning web search ranking functions.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Smoothing techniques for adaptive online language models: topic tracking in tweet streams.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

In-depth accounts and passing mentions in the news: connecting readers to the context of a news event.
Proceedings of the iConference 2011, 2011

Automatic management of partitioned, replicated search services.
Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011

When close enough is good enough: approximate positional indexes for efficient ranked retrieval.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Data-Intensive Text Processing with MapReduce
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, 2010

UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory.
Proceedings of The Nineteenth Text REtrieval Conference, 2010

Learning to efficiently rank.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Data-Intensive Text Processing with MapReduce.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 1, 2010, Los Angeles, California, USA, 2010

Design patterns for efficient graph algorithms in MapReduce.
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems Using MapReduce.
Proceedings of the Cloud Computing, Second International Conference, 2010

Ranking under temporal constraints.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Summarization.
Proceedings of the Encyclopedia of Database Systems, 2009

Computational linguistics for metadata building (CLiMB): using text mining for the automatic identification, categorization, and disambiguation of subject terms for image metadata.
Multimedia Tools Appl., 2009

A cost-effective lexical acquisition process for large-scale thesaurus translation.
Language Resources and Evaluation, 2009

Special Issue of the Journal of Parallel and Distributed Computing: Cloud Computing.
J. Parallel Distrib. Comput., 2009

Elements of a computational model for multi-party discourse: The turn-taking behavior of Supreme Court justices.
JASIST, 2009

Modeling actions of PubMed users with n-gram language models.
Inf. Retr., 2009

Where is the Cloud? Geography, Economics, Environment, and Jurisdiction in Cloud Computing.
First Monday, 2009

Is searching full text more effective than searching abstracts?
BMC Bioinformatics, 2009

Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

The Curse of Zipf and Limits to Parallelization: An Look at the Stragglers Problem in MapReduce.
Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2009

Brute force and indexed approaches to pairwise document similarity comparisons with MapReduce.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Data Intensive Text Processing with MapReduce.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Users' adjustments to unsuccessful queries in biomedical search.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

You Are Where You Edit: Locating Wikipedia Contributors through Edit Histories.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

2008
Toward automatic facet analysis and need negotiation: Lessons from mediated search.
ACM Trans. Inf. Syst., 2008

Single-document and multi-document summarization techniques for email threads using sentence compression.
Inf. Process. Manage., 2008

Navigating information spaces: A case study of related article search in PubMed.
Inf. Process. Manage., 2008

PageRank without hyperlinks: Reranking with PubMed related article networks for biomedical text retrieval.
BMC Bioinformatics, 2008

Fast, Easy, and Cheap: Construction of Statistical Machine Translation Models with MapReduce.
Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment.
Proceedings of the First Text Analysis Conference, 2008

How do users find things with PubMed?: towards automatic utility evaluation with user simulations.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Computational linguistics for metadata building.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Scalable Language Processing Algorithms for the Masses: A Case Study in Computing Word Co-occurrence Matrices with MapReduce.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Pairwise Document Similarity in Large Collections with MapReduce.
Proceedings of the ACL 2008, 2008

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

Overview of the TREC 2006 ciQA task.
SIGIR Forum, 2007

Presentation schemes for component analysis in IR experiments.
SIGIR Forum, 2007

Syntactic sentence compression in the biomedical domain: facilitating access to related articles.
Inf. Retr., 2007

Multi-candidate reduction: Sentence compression as a tool for document summarization tasks.
Inf. Process. Manage., 2007

User simulations for evaluating answers to question series.
Inf. Process. Manage., 2007

Answering Clinical Questions with Knowledge-Based and Statistical Techniques.
Computational Linguistics, 2007

PubMed related articles: a probabilistic topic-based model for content similarity.
BMC Bioinformatics, 2007

TREC 2007 ciQA Task: University of Maryland.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Overview of the TREC 2007 Question Answering Track.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Deconstructing nuggets: the stability and reliability of complex question answering evaluation.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Is Question Answering Better than Information Retrieval? Towards a Task-Based Evaluation Framework for Question Series.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Concept Disambiguation for Improved Subject Access Using Multiple Knowledge Sources.
Proceedings of the Workshop on Language Technology for Cultural Heritage Data, 2007

Semantic Clustering of Answers to Clinical Questions.
Proceedings of the AMIA 2007, 2007

Different Structures for Evaluating Answers to Complex Questions: Pyramids Won't Topple, and Neither Will Human Assessors.
Proceedings of the ACL 2007, 2007

2006
Building a reusable test collection for question answering.
JASIST, 2006

Methods for automatically evaluating answers to complex questions.
Inf. Retr., 2006

TREC 2006 at Maryland: Blog, Enterprise, Legal and QA Tracks.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Overview of the TREC 2006 Question Answering Track 99.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Action modeling: language models that predict query behavior.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Exploring the limits of single-iteration clarification dialogs.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

The role of knowledge in conceptual retrieval: a study in the domain of clinical medicine.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Will Pyramids Built of Nuggets Topple Over?.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Generative Content Models for Structural Analysis of Medical Abstracts.
Proceedings of the Workshop on Linking Natural Language and Biology, 2006

Identification of user sessions with hierarchical agglomerative clustering.
Proceedings of the Information Realities: Shaping the Digital Future for All, 2006

Evaluation of PICO as a Knowledge Representation for Clinical Questions.
Proceedings of the AMIA 2006, 2006

Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-Scale Ontology Translation.
Proceedings of the ACL 2006, 2006

The Role of Information Retrieval in Answering Complex Questions.
Proceedings of the ACL 2006, 2006

Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering.
Proceedings of the ACL 2006, 2006

2005
A Menagerie of Tracks at Maryland: HARD, Enterprise, QA, and Genomics, Oh My!
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Fusion of Knowledge-Intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Assessing the term independence assumption in blind relevance feedback.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Evaluation of resources for question answering evaluation.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Automatically Evaluating Answers to Definition Questions.
Proceedings of the HLT/EMNLP 2005, 2005

"Bag of Words" is not enough for Strength of Evidence Classification.
Proceedings of the AMIA 2005, 2005

Evaluating Summaries and Answers: Two Sides of the Same Coin?
Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, 2005

2004
Event structure and the encoding of arguments: the syntax of the Mandarin and English verb phrase.
PhD thesis, 2004

Answering Multiple Questions on a Topic From Heterogeneous Resources.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

Answering Questions About Moving Objects in Videos.
Proceedings of the New Directions in Question Answering, 2004

Viewing the Web as a Virtual Database for Question Answering.
Proceedings of the New Directions in Question Answering, 2004

A Computational Framework for Non-Lexicalist Semantics.
Proceedings of the Student Research Workshop at HLT-NAACL 2004, 2004

Answering Definition Questions Using Multiple Knowledge Sources.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004

2003
Integrating Web-based and Corpus-based Techniques for Question Answering.
Proceedings of The Twelfth Text REtrieval Conference, 2003

Quantitative evaluation of passage retrieval algorithms for question answering.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

Answering Questions about Moving Objects in Surveillance Videos.
Proceedings of the New Directions in Question Answering, 2003

Sticky notes for the semantic web.
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

What Makes a Good Answer? The Role of Context in Question Answering.
Proceedings of the Human-Computer Interaction INTERACT '03: IFIP TC13 International Conference on Human-Computer Interaction, 2003

START: A Framework for Facilitating E-Rulemaking.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Better Public Policy Through Natural Language Information Access.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Question answering from the web using knowledge annotation and knowledge mining techniques.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

The role of context in question answering systems.
Proceedings of the Extended abstracts of the 2003 Conference on Human Factors in Computing Systems, 2003

Extracting Structural Paraphrases from Aligned Monolingual Corpora.
Proceedings of the Second International Workshop on Paraphrasing, 2003

2002
Extracting Answers from the Web Using Data Annotation and Knowledge Mining Techniques.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Web question answering: is more always better?.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Omnibase: Uniform Access to Heterogeneous Data for Question Answering.
Proceedings of the Natural Language Processing and Information Systems, 2002

The START Multimedia Information System: Current Technology and Future Directions.
Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

The Web as a Resource for Question Answering: Perspectives and Challenges.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Natural Language Annotations for the Semantic Web.
Proceedings of the On the Move to Meaningful Internet Systems, 2002, 2002

Annotating the Semantic Web Using Natural Language.
Proceedings of the 2nd Workshop on NLP and XML, 2002

2001
The Role of a Natural Language Conversational Interface in Online Sales: A Case Study.
I. J. Speech Technology, 2001

Data-Intensive Question Answering.
Proceedings of The Tenth Text REtrieval Conference, 2001

Gathering Knowledge for a Question Answering System from Heterogeneous Information Sources.
Proceedings of the Workshop on Human Language Technology and Knowledge Management@ACL 2001, 2001

2000
Comparative Evaluation of a Natural Language Dialog Based System and a Menu Driven System for Information Access: a Case Study.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

1999
Integrating Web Resources and Lexicons into a Natural Language Query System.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999


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