Sameena Shah

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 77

Top Topics

Document Representation

Top Venues

Publications

Yulong Pei, Salwa Alamir, Rares Dolga, Sameena Shah
Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase. CoRR (2024)
Salwa Alamir, Armineh Nourbakhsh, Cecilia Tilli, Sameena Shah, Manuela Veloso
Belief and Persuasion in Scientific Discourse on Social Media: A Study of the COVID-19 Pandemic. CoRR (2024)
Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah
DocGraphLM: Documental Graph Language Model for Information Extraction. CoRR (2024)
Rares Dolga, Ran Zmigrod, Rui Silva, Salwa Alamir, Sameena Shah
Log Summarisation for Defect Evolution Analysis. CoRR (2024)
Ran Zmigrod, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah
TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing. CoRR (2024)
Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé
Towards a new research agenda for multimodal enterprise document understanding: What are we missing? ACL (Findings) (2024)
Toyin Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley, Sameena Shah
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. CoRR (2024)
Ran Zmigrod, Dongsheng Wang, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah
BuDDIE: A Business Document Dataset for Multi-task Information Extraction. CoRR (2024)
Xianzhi Li, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? An Examination on Several Typical Tasks. CoRR (2023)
Nacho Navarro, Salwa Alamir, Petr Babkin, Sameena Shah
An Automated Code Update Tool For Python Packages. ICSME (2023)
Natraj Raman, Daniele Magazzeni, Sameena Shah
Bayesian Hierarchical Models for Counterfactual Estimation. AISTATS (2023)
Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah
DocGraphLM: Documental Graph Language Model for Information Extraction. SIGIR (2023)
Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning. ACL (1) (2023)
Natraj Raman, Sameena Shah
Synthetic Text Generation using Hypergraph Representations. CoRR (2023)
Yulong Pei, Salwa Alamir, Rares Dolga, Sameena Shah
Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase. SDD@SIGSOFT FSE (2023)
Simerjot Kaur, Charese Smiley, Akshat Gupta, Joy Sain, Dongsheng Wang, Suchetha Siddagangappa, Toyin Aguda, Sameena Shah
REFinD: Relation Extraction Financial Dataset. CoRR (2023)
Akshat Gupta, Xiaomo Liu, Sameena Shah
Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data. WASSA@ACL (2023)
Akshat Gupta, Xiaomo Liu, Sameena Shah
Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data. CoRR (2023)
Rares Dolga, Ran Zmigrod, Rui Silva, Salwa Alamir, Sameena Shah
Log Summarisation for Defect Evolution Analysis. SDD@SIGSOFT FSE (2023)
Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, Sameena Shah
How Effective Are Neural Networks for Fixing Security Vulnerabilities. CoRR (2023)
Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta
Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. SIGIR (2023)
Natraj Raman, Daniele Magazzeni, Sameena Shah
Bayesian Hierarchical Models for Counterfactual Estimation. CoRR (2023)
Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
Robust NLP for Finance (RobustFin). KDD (2023)
Simerjot Kaur, Charese Smiley, Akshat Gupta, Joy Sain, Dongsheng Wang, Suchetha Siddagangappa, Toyin Aguda, Sameena Shah
REFinD: Relation Extraction Financial Dataset. SIGIR (2023)
Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, Sameena Shah
How Effective Are Neural Networks for Fixing Security Vulnerabilities. ISSTA (2023)
Xianzhi Li, Samuel Chan, Xiaodan Zhu, Yulong Pei, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks. EMNLP (Industry Track) (2023)
Petr Babkin, William Watson, Zhiqiang Ma, Lucas Cecchi, Natraj Raman, Armineh Nourbakhsh, Sameena Shah
BizGraphQA: A Dataset for Image-based Inference over Graph-structured Diagrams from Business Domains. SIGIR (2023)
Ethan Callanan, Amarachi Mbakwe, Antony Papadimitriou, Yulong Pei, Mathieu Sibue, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams. CoRR (2023)
Adrian Garcia Hernandez, Leung Wai Liu, Akshat Gupta, Vineeth Ravi, Saheed O. Obitayo, Xiaomo Liu, Sameena Shah
AIR-JPMC@SMM4H'22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling. SMM4H@COLING (2022)
Salwa Alamir, Petr Babkin, Nacho Navarro, Sameena Shah
AI for Automated Code Updates. ICSE (SEIP) (2022)
Petr Babkin, Nacho Navarro, Salwa Alamir, Sameena Shah
Neural Transition-based Parsing of Library Deprecations. CoRR (2022)
Leung Wai Liu, Akshat Gupta, Saheed Obitayo, Xiaomo Liu, Sameena Shah
AIR-JPMC@SMM4H'22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks. SMM4H@COLING (2022)
Natraj Raman, Sameena Shah, Manuela Veloso
Structure and Semantics Preserving Document Representations. SIGIR (2022)
Riyasat Ohib, Nicolas Gillis, Niccolò Dalmasso, Sameena Shah, Vamsi K. Potluru, Sergey M. Plis
Explicit Group Sparse Projection with Applications to Deep Learning and NMF. Trans. Mach. Learn. Res. 2022 (2022)
Cenk Baykal, Vamsi K. Potluru, Sameena Shah, Manuela M. Veloso
Bandit Sampling for Multiplex Networks. CoRR (2022)
Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. EMNLP (2022)
Alec Louis Candidato, Akshat Gupta, Xiaomo Liu, Sameena Shah
AIR-JPMC@SMM4H'22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models. SMM4H@COLING (2022)
Mohsen Ghassemi, Niccolò Dalmasso, Simran Lamba, Vamsi K. Potluru, Sameena Shah, Tucker Balch, Manuela Veloso
Online Learning for Mixture of Multivariate Hawkes Processes. CoRR (2022)
Mohsen Ghassemi, Niccolò Dalmasso, Simran Lamba, Vamsi K. Potluru, Tucker Balch, Sameena Shah, Manuela Veloso
Online Learning for Mixture of Multivariate Hawkes Processes. ICAIF (2022)
Alec Candidato, Akshat Gupta, Xiaomo Liu, Sameena Shah
AIR-JPMC@SMM4H'22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models. CoRR (2022)
Natraj Raman, Sameena Shah, Manuela Veloso
Synthetic document generator for annotation-free layout recognition. Pattern Recognit. 128 (2022)
Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé
Improving compositional generalization for multi-step quantitative reasoning in question answering. EMNLP (2022)
Natraj Raman, Sameena Shah, Manuela Veloso
Structure with Semantics: Exploiting Document Relations for Retrieval. CoRR (2022)
Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. CoRR (2022)
Shangshu Qian, Hung Viet Pham, Thibaud Lutellier, Zeou Hu, Jungwon Kim, Lin Tan, Yaoliang Yu, Jiahao Chen, Sameena Shah
Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training. NeurIPS (2021)
Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Huang, Bryan R. Routledge, William Yang Wang
FinQA: A Dataset of Numerical Reasoning over Financial Data. EMNLP (1) (2021)
Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Domain-agnostic Document Representation Learning Using Latent Topics and Metadata. FLAIRS Conference (2021)
Natraj Raman, Sameena Shah, Manuela Veloso
Synthetic Document Generator for Annotation-free Layout Recognition. CoRR (2021)
Simerjot Kaur, Ivan Brugere, Andrea Stefanucci, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Parameterized Explanations for Investor / Company Matching. CoRR (2021)
Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Huang, Bryan R. Routledge, William Yang Wang
FinQA: A Dataset of Numerical Reasoning over Financial Data. CoRR (2021)
Mahmoud Mahfouz, Armineh Nourbakhsh, Sameena Shah
A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling. CoRR (2021)
Ashrya Agrawal, Florian Pfisterer, Bernd Bischl, Jiahao Chen, Srijan Sood, Sameena Shah, Francois Buet-Golfouse, Bilal A. Mateen, Sebastian J. Vollmer
Debiasing classifiers: is reality at variance with expectation? CoRR (2020)
Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Robust Document Representations using Latent Topics and Metadata. CoRR (2020)
Daniel Borrajo, Manuela Veloso, Sameena Shah
Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering. ICAIF (2020)
Daniel Borrajo, Manuela Veloso, Sameena Shah
Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering. CoRR (2020)
Fabio Petroni, Natraj Raman, Timothy Nugent, Armineh Nourbakhsh, Zarko Panic, Sameena Shah, Jochen L. Leidner
An Extensible Event Extraction System With Cross-Media Event Resolution. KDD (2018)
Xin Shuai, Xiaomo Liu, Armineh Nourbakhsh, Sameena Shah, Tonya Custis
TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media. AAAI (2018)
Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Sameena Shah, Robert Martin, John Duprey
Reuters Tracer: Toward Automated News Production Using Large Scale Social Media Data. CoRR (2017)
Quanzhi Li, Armineh Nourbakhsh, Xiaomo Liu, Rui Fang, Sameena Shah
funSentiment at SemEval-2017 Task 4: Topic-Based Message Sentiment Classification by Exploiting Word Embeddings, Text Features and Target Contexts. SemEval@ACL (2017)
Quanzhi Li, Sameena Shah
Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits. CoNLL (2017)
Quanzhi Li, Armineh Nourbakhsh, Sameena Shah, Xiaomo Liu
Real-Time Novel Event Detection from Social Media. ICDE (2017)
Armineh Nourbakhsh, Quanzhi Li, Xiaomo Liu, Sameena Shah
"Breaking" Disasters: Predicting and Characterizing the Global News Value of Natural and Man-made Disasters. CoRR (2017)
Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh
Data Sets: Word Embeddings Learned from Tweets and General Data. ICWSM (2017)
Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Sameena Shah, Robert Martin, John Duprey
Reuters tracer: Toward automated news production using large scale social media data. IEEE BigData (2017)
Quanzhi Li, Sameena Shah, Armineh Nourbakhsh, Rui Fang, Xiaomo Liu
funSentiment at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs Using Word Vectors Built from StockTwits and Twitter. SemEval@ACL (2017)
Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh
Data Sets: Word Embeddings Learned from Tweets and General Data. CoRR (2017)
Quanzhi Li, Sameena Shah, Armineh Nourbakhsh, Xiaomo Liu, Rui Fang
Hashtag Recommendation Based on Topic Enhanced Embedding, Tweet Entity Data and Learning to Rank. CIKM (2016)
Quanzhi Li, Xiaomo Liu, Rui Fang, Armineh Nourbakhsh, Sameena Shah
User Behaviors in Newsworthy Rumors: A Case Study of Twitter. ICWSM (2016)
Xiaomo Liu, Quanzhi Li, Armineh Nourbakhsh, Rui Fang, Merine Thomas, Kajsa Anderson, Russ Kociuba, Mark Vedder, Steven Pomerville, Ramdev Wudali, Robert Martin, John Duprey, Arun Vachher, William Keenan, Sameena Shah
Reuters Tracer: A Large Scale System of Detecting & Verifying Real-Time News Events from Twitter. CIKM (2016)
Quanzhi Li, Sameena Shah, Rui Fang
Table classification using both structure and content information: A case study of financial documents. IEEE BigData (2016)
Rui Fang, Armineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Quanzhi Li
Witness Identification in Twitter. SocialNLP@EMNLP (2016)
Amit Shavit, Sameena Shah
Perceived, Projected, and True Investment Expertise: Not All Experts Provide Expert Recommendations. DSAA (2016)
Quanzhi Li, Sameena Shah, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu
Tweet Sentiment Analysis by Incorporating Sentiment-Specific Word Embedding and Weighted Text Features. WI (2016)
Quanzhi Li, Sameena Shah, Mohammad Mahdi Ghassemi, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu
Using paraphrases to improve tweet classification: Comparing WordNet and word embedding approaches. IEEE BigData (2016)
Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh, Rui Fang
Tweet Topic Classification Using Distributed Language Representations. WI (2016)
Quanzhi Li, Sameena Shah, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu
Discovering Relevant Hashtags for Health Concepts: A Case Study of Twitter. AAAI Workshop: WWW and Population Health Intelligence (2016)
Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh, Rui Fang
TweetSift: Tweet Topic Classification Based on Entity Knowledge Base and Topic Enhanced Word Embedding. CIKM (2016)
Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Rui Fang, Sameena Shah
Real-time Rumor Debunking on Twitter. CIKM (2015)
Armineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Rui Fang, Mohammad Mahdi Ghassemi, Quanzhi Li
Newsworthy Rumor Events: A Case Study of Twitter. ICDM Workshops (2015)
Wenhui Liao, Sameena Shah, Masoud Makrehchi
Winning by Following the Winners: Mining the Behaviour of Stock Market Experts in Social Media. SBP (2014)
Jayadeva, Sameena Shah, Amit Bhaya, Ravi Kothari, Suresh Chandra
Ants find the shortest path: a mathematical proof. Swarm Intell. 7 (1) (2013)
Masoud Makrehchi, Sameena Shah, Wenhui Liao
Stock Prediction Using Event-Based Sentiment Analysis. Web Intelligence (2013)
Sameena Shah, Ravi Kothari
Convergence of the dynamic load balancing problem to Nash equilibrium using distributed local interactions. Inf. Sci. 221 (2013)
Jayadeva, Sameena Shah, Ravi Kothari, Suresh Chandra
Debugging ants: How ants find the shortest route. ICICS (2011)
Sameena Shah, Jayadeva, Ravi Kothari, Suresh Chandra
M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions. AAAI (2011)
Sameena Shah, Ravi Kothari, Jayadeva, Suresh Chandra
Trail formation in ants. A generalized Polya urn process. Swarm Intell. 4 (2) (2010)
Jayadeva, Sameena Shah, Suresh Chandra
Zero Norm Least Squares Proximal SVR. PReMI (2009)
Jayadeva, Sameena Shah, Suresh Chandra
Kernel Optimization Using a Generalized Eigenvalue Approach. PReMI (2009)
Sameena Shah, Ravi Kothari, Jayadeva, Suresh Chandra
Mathematical Modeling and Convergence Analysis of Trail Formation. AAAI (2008)