Mathematical Modeling and Convergence Analysis of Trail Formation. - Sameena Shah; Ravi Kothari; Jayadeva; Suresh Chandra 001 (AAAI, 2008)

Kernel Optimization Using a Generalized Eigenvalue Approach. - Jayadeva; Sameena Shah; Suresh Chandra 001 (PReMI, 2009)

Zero Norm Least Squares Proximal SVR. - Jayadeva; Sameena Shah; Suresh Chandra 001 (PReMI, 2009)

Trail formation in ants. A generalized Polya urn process. - Sameena Shah; Ravi Kothari; Jayadeva; Suresh Chandra 001 (Swarm Intell., 2010)

Debugging ants: How ants find the shortest route. - Jayadeva; Sameena Shah; Ravi Kothari; Suresh Chandra 001 (ICICS, 2011)

M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions. - Sameena Shah; Jayadeva; Ravi Kothari; Suresh Chandra 001 (AAAI, 2011)

Stock Prediction Using Event-Based Sentiment Analysis. - Masoud Makrehchi; Sameena Shah; Wenhui Liao (Web Intelligence, 2013)

Convergence of the dynamic load balancing problem to Nash equilibrium using distributed local interactions. - Sameena Shah; Ravi Kothari (Inf. Sci., 2013)

Ants find the shortest path: a mathematical proof. - Jayadeva; Sameena Shah; Amit Bhaya; Ravi Kothari; Suresh Chandra 001 (Swarm Intell., 2013)

Winning by Following the Winners: Mining the Behaviour of Stock Market Experts in Social Media. - Wenhui Liao; Sameena Shah; Masoud Makrehchi (SBP, 2014)

Real-time Rumor Debunking on Twitter. - Xiaomo Liu; Armineh Nourbakhsh; Quanzhi Li; Rui Fang; Sameena Shah (CIKM, 2015)

Newsworthy Rumor Events: A Case Study of Twitter. - Armineh Nourbakhsh; Xiaomo Liu; Sameena Shah; Rui Fang; Mohammad Mahdi Ghassemi; Quanzhi Li (ICDM Workshops, 2015)

Discovering Relevant Hashtags for Health Concepts: A Case Study of Twitter. - Quanzhi Li; Sameena Shah; Rui Fang; Armineh Nourbakhsh; Xiaomo Liu (AAAI Workshop: WWW and Population Health Intelligence, 2016)

Witness Identification in Twitter. - Rui Fang; Armineh Nourbakhsh; Xiaomo Liu; Sameena Shah; Quanzhi Li (SocialNLP@EMNLP, 2016)

Table classification using both structure and content information: A case study of financial documents. - Quanzhi Li; Sameena Shah; Rui Fang (IEEE BigData, 2016)

Using paraphrases to improve tweet classification: Comparing WordNet and word embedding approaches. - Quanzhi Li; Sameena Shah; Mohammad Mahdi Ghassemi; Rui Fang; Armineh Nourbakhsh; Xiaomo Liu (IEEE BigData, 2016)

TweetSift: Tweet Topic Classification Based on Entity Knowledge Base and Topic Enhanced Word Embedding. - Quanzhi Li; Sameena Shah; Xiaomo Liu; Armineh Nourbakhsh; Rui Fang (CIKM, 2016)

Hashtag Recommendation Based on Topic Enhanced Embedding, Tweet Entity Data and Learning to Rank. - Quanzhi Li; Sameena Shah; Armineh Nourbakhsh; Xiaomo Liu; Rui Fang (CIKM, 2016)

Reuters Tracer: A Large Scale System of Detecting & Verifying Real-Time News Events from Twitter. - Xiaomo Liu; Quanzhi Li; Armineh Nourbakhsh; Rui Fang; Merine Thomas; Kajsa Anderson; Russ Kociuba; Mark Vedder; Steven Pomerville; Ramdev Wudali; Robert Martin; John Duprey; et al. (CIKM, 2016)

Perceived, Projected, and True Investment Expertise: Not All Experts Provide Expert Recommendations. - Amit Shavit; Sameena Shah (DSAA, 2016)

User Behaviors in Newsworthy Rumors: A Case Study of Twitter. - Quanzhi Li; Xiaomo Liu; Rui Fang; Armineh Nourbakhsh; Sameena Shah (ICWSM, 2016)

Tweet Sentiment Analysis by Incorporating Sentiment-Specific Word Embedding and Weighted Text Features. - Quanzhi Li; Sameena Shah; Rui Fang; Armineh Nourbakhsh; Xiaomo Liu (WI, 2016)

Tweet Topic Classification Using Distributed Language Representations. - Quanzhi Li; Sameena Shah; Xiaomo Liu; Armineh Nourbakhsh; Rui Fang (WI, 2016)

Reuters tracer: Toward automated news production using large scale social media data. - Xiaomo Liu; Armineh Nourbakhsh; Quanzhi Li; Sameena Shah; Robert Martin; John Duprey (IEEE BigData, 2017)

Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits. - Quanzhi Li; Sameena Shah (CoNLL, 2017)

Real-Time Novel Event Detection from Social Media. - Quanzhi Li; Armineh Nourbakhsh; Sameena Shah; Xiaomo Liu (ICDE, 2017)

Data Sets: Word Embeddings Learned from Tweets and General Data. - Quanzhi Li; Sameena Shah; Xiaomo Liu; Armineh Nourbakhsh (ICWSM, 2017)

funSentiment at SemEval-2017 Task 4: Topic-Based Message Sentiment Classification by Exploiting Word Embeddings, Text Features and Target Contexts. - Quanzhi Li; Armineh Nourbakhsh; Xiaomo Liu; Rui Fang; Sameena Shah (SemEval@ACL, 2017)

funSentiment at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs Using Word Vectors Built from StockTwits and Twitter. - Quanzhi Li; Sameena Shah; Armineh Nourbakhsh; Rui Fang; Xiaomo Liu (SemEval@ACL, 2017)

"Breaking" Disasters: Predicting and Characterizing the Global News Value of Natural and Man-made Disasters. - Armineh Nourbakhsh; Quanzhi Li; Xiaomo Liu; Sameena Shah (CoRR, 2017)

TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media. - Xin Shuai; Xiaomo Liu; Armineh Nourbakhsh; Sameena Shah; Tonya Custis (AAAI, 2018)

An Extensible Event Extraction System With Cross-Media Event Resolution. - Fabio Petroni; Natraj Raman; Timothy Nugent; Armineh Nourbakhsh; Zarko Panic; Sameena Shah; Jochen L. Leidner (KDD, 2018)

Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering. - Daniel Borrajo; Manuela Veloso; Sameena Shah (ICAIF, 2020)

Robust Document Representations using Latent Topics and Metadata. - Natraj Raman; Armineh Nourbakhsh; Sameena Shah; Manuela Veloso (CoRR, 2020)

Debiasing classifiers: is reality at variance with expectation? - Ashrya Agrawal; Florian Pfisterer; Bernd Bischl; Jiahao Chen 001; Srijan Sood; Sameena Shah; Francois Buet-Golfouse; Bilal A. Mateen; Sebastian J. Vollmer (CoRR, 2020)

FinQA: A Dataset of Numerical Reasoning over Financial Data. - Zhiyu Chen 002; Wenhu Chen; Charese Smiley; Sameena Shah; Iana Borova; Dylan Langdon; Reema Moussa; Matt Beane; Ting-Hao Kenneth Huang; Bryan R. Routledge; William Yang Wang (EMNLP (1), 2021)

Domain-agnostic Document Representation Learning Using Latent Topics and Metadata. - Natraj Raman; Armineh Nourbakhsh; Sameena Shah; Manuela Veloso (FLAIRS, 2021)

Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training. - Shangshu Qian; Hung Viet Pham; Thibaud Lutellier; Zeou Hu; Jungwon Kim; Lin Tan 001; Yaoliang Yu; Jiahao Chen 001; Sameena Shah (NeurIPS, 2021)

A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling. - Mahmoud Mahfouz; Armineh Nourbakhsh; Sameena Shah (CoRR, 2021)

Parameterized Explanations for Investor / Company Matching. - Simerjot Kaur; Ivan Brugere; Andrea Stefanucci; Armineh Nourbakhsh; Sameena Shah; Manuela Veloso (CoRR, 2021)

AIR-JPMC@SMM4H'22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models. - Alec Louis Candidato; Akshat Gupta; Xiaomo Liu; Sameena Shah (SMM4H@COLING, 2022)

AIR-JPMC@SMM4H'22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling. - Adrian Garcia Hernandez; Leung Wai Liu; Akshat Gupta; Vineeth Ravi; Saheed O. Obitayo; Xiaomo Liu; Sameena Shah (SMM4H@COLING, 2022)

AIR-JPMC@SMM4H'22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks. - Leung Wai Liu; Akshat Gupta; Saheed Obitayo; Xiaomo Liu; Sameena Shah (SMM4H@COLING, 2022)

ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. - Zhiyu Chen 002; Shiyang Li; Charese Smiley; Zhiqiang Ma; Sameena Shah; William Yang Wang (EMNLP, 2022)

Improving compositional generalization for multi-step quantitative reasoning in question answering. - Armineh Nourbakhsh; Cathy Jiao; Sameena Shah; Carolyn P. Rosé (EMNLP, 2022)

Online Learning for Mixture of Multivariate Hawkes Processes. - Mohsen Ghassemi; Niccolò Dalmasso; Simran Lamba; Vamsi K. Potluru; Tucker Balch; Sameena Shah; Manuela Veloso (ICAIF, 2022)

AI for Automated Code Updates. - Salwa Alamir; Petr Babkin; Nacho Navarro; Sameena Shah (ICSE (SEIP), 2022)

Structure and Semantics Preserving Document Representations. - Natraj Raman; Sameena Shah; Manuela Veloso (SIGIR, 2022)

Structure with Semantics: Exploiting Document Relations for Retrieval. - Natraj Raman; Sameena Shah; Manuela Veloso (CoRR, 2022)

Bandit Sampling for Multiplex Networks. - Cenk Baykal; Vamsi K. Potluru; Sameena Shah; Manuela M. Veloso (CoRR, 2022)

Neural Transition-based Parsing of Library Deprecations. - Petr Babkin; Nacho Navarro; Salwa Alamir; Sameena Shah (CoRR, 2022)

Synthetic document generator for annotation-free layout recognition. - Natraj Raman; Sameena Shah; Manuela Veloso (Pattern Recognit., 2022)

Explicit Group Sparse Projection with Applications to Deep Learning and NMF. - Riyasat Ohib; Nicolas Gillis; Niccolò Dalmasso; Sameena Shah; Vamsi K. Potluru; Sergey M. Plis (Trans. Mach. Learn. Res., 2022)

Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning. - Armineh Nourbakhsh; Sameena Shah; Carolyn P. Rosé (ACL (1), 2023)

Bayesian Hierarchical Models for Counterfactual Estimation. - Natraj Raman; Daniele Magazzeni; Sameena Shah (AISTATS, 2023)

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks. - Xianzhi Li; Samuel Chan; Xiaodan Zhu 001; Yulong Pei; Zhiqiang Ma; Xiaomo Liu; Sameena Shah (EMNLP (Industry Track), 2023)

An Automated Code Update Tool For Python Packages. - Nacho Navarro; Salwa Alamir; Petr Babkin; Sameena Shah (ICSME, 2023)

How Effective Are Neural Networks for Fixing Security Vulnerabilities. - Yi Wu; Nan Jiang 012; Hung Viet Pham; Thibaud Lutellier; Jordan Davis; Lin Tan 001; Petr Babkin; Sameena Shah (ISSTA, 2023)

Robust NLP for Finance (RobustFin). - Sameena Shah; Xiaodan Zhu 001; Gerard de Melo; Armineh Nourbakhsh; Xiaomo Liu; Zhiqiang Ma; Charese Smiley; Zhiyu Chen 002 (KDD, 2023)

Log Summarisation for Defect Evolution Analysis. - Rares Dolga; Ran Zmigrod; Rui Silva; Salwa Alamir; Sameena Shah (SDD@SIGSOFT FSE, 2023)

Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase. - Yulong Pei; Salwa Alamir; Rares Dolga; Sameena Shah (SDD@SIGSOFT FSE, 2023)

BizGraphQA: A Dataset for Image-based Inference over Graph-structured Diagrams from Business Domains. - Petr Babkin; William Watson; Zhiqiang Ma; Lucas Cecchi; Natraj Raman; Armineh Nourbakhsh; Sameena Shah (SIGIR, 2023)

REFinD: Relation Extraction Financial Dataset. - Simerjot Kaur; Charese Smiley; Akshat Gupta; Joy Sain; Dongsheng Wang 005; Suchetha Siddagangappa; Toyin Aguda; Sameena Shah (SIGIR, 2023)

Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. - Sameena Shah; Xiaodan Zhu 001; Wenhu Chen; Manling Li; Armineh Nourbakhsh; Xiaomo Liu; Zhiqiang Ma; Charese Smiley; Yulong Pei; Akshat Gupta (SIGIR, 2023)

DocGraphLM: Documental Graph Language Model for Information Extraction. - Dongsheng Wang 005; Zhiqiang Ma; Armineh Nourbakhsh; Kang Gu; Sameena Shah (SIGIR, 2023)

Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data. - Akshat Gupta; Xiaomo Liu; Sameena Shah (WASSA@ACL, 2023)

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? An Examination on Several Typical Tasks. - Xianzhi Li; Xiaodan Zhu 001; Zhiqiang Ma; Xiaomo Liu; Sameena Shah (CoRR, 2023)

Synthetic Text Generation using Hypergraph Representations. - Natraj Raman; Sameena Shah (CoRR, 2023)

Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams. - Ethan Callanan; Amarachi Mbakwe; Antony Papadimitriou; Yulong Pei; Mathieu Sibue; Xiaodan Zhu 001; Zhiqiang Ma; Xiaomo Liu; Sameena Shah (CoRR, 2023)

Towards a new research agenda for multimodal enterprise document understanding: What are we missing? - Armineh Nourbakhsh; Sameena Shah; Carolyn P. Rosé (ACL (Findings), 2024)

AliGATr: Graph-based layout generation for form understanding. - Armineh Nourbakhsh; Zhao Jin; Siddharth Parekh; Sameena Shah; Carolyn P. Rosé (EMNLP (Findings), 2024)

Sampling Rate Adaptive Speaker Verification from Raw Waveforms. - Vinayak Abrol; Anshul Thakur; Akshat Gupta; Xiaomo Liu; Sameena Shah (ICPR (28), 2024)

TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing. - Ran Zmigrod; Zhiqiang Ma; Armineh Nourbakhsh; Sameena Shah (CoRR, 2024)

Belief and Persuasion in Scientific Discourse on Social Media: A Study of the COVID-19 Pandemic. - Salwa Alamir; Armineh Nourbakhsh; Cecilia Tilli; Sameena Shah; Manuela Veloso (CoRR, 2024)

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. - Toyin Aguda; Suchetha Siddagangappa; Elena Kochkina; Simerjot Kaur; Dongsheng Wang 005; Charese Smiley; Sameena Shah (CoRR, 2024)

BuDDIE: A Business Document Dataset for Multi-task Information Extraction. - Dongsheng Wang 005; Ran Zmigrod; Mathieu Sibue; Yulong Pei; Petr Babkin; Ivan Brugere; Xiaomo Liu; Nacho Navarro; Antony Papadimitriou; William Watson; Zhiqiang Ma; Armineh Nourbakhsh; et al. (COLING Workshops, 2025)

Where is this coming from? Making groundedness count in the evaluation of Document VQA models. - Armineh Nourbakhsh; Siddharth Parekh; Pranav Shetty; Zhao Jin; Sameena Shah; Carolyn P. Rosé (NAACL (Findings), 2025)