Sameena Shah - RankMe

95 papers A* 14A 9B 4C 1Misc 1Journal 36Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	BuDDIE: A Business Document Dataset for Multi-task Information Extraction. COLING Workshops Dongsheng Wang, Ran Zmigrod, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah
2025	—	`conf`	Where is this coming from? Making groundedness count in the evaluation of Document VQA models. NAACL (Findings) Armineh Nourbakhsh, Siddharth Parekh, Pranav Shetty, Zhao Jin, Sameena Shah, Carolyn P. Rosé
2025	J	`jnl`	Where is this coming from? Making groundedness count in the evaluation of Document VQA models. CoRR Armineh Nourbakhsh, Siddharth Parekh, Pranav Shetty, Zhao Jin, Sameena Shah, Carolyn P. Rosé
2024	—	`conf`	AliGATr: Graph-based layout generation for form understanding. EMNLP (Findings) Armineh Nourbakhsh, Zhao Jin, Siddharth Parekh, Sameena Shah, Carolyn P. Rosé
2024	J	`jnl`	Belief and Persuasion in Scientific Discourse on Social Media: A Study of the COVID-19 Pandemic. CoRR Salwa Alamir, Armineh Nourbakhsh, Cecilia Tilli, Sameena Shah, Manuela Veloso
2024	J	`jnl`	BuDDIE: A Business Document Dataset for Multi-task Information Extraction. CoRR 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
2024	J	`jnl`	Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase. CoRR Yulong Pei, Salwa Alamir, Rares Dolga, Sameena Shah
2024	J	`jnl`	DocGraphLM: Documental Graph Language Model for Information Extraction. CoRR Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah
2024	J	`jnl`	Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. CoRR Toyin Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley, Sameena Shah
2024	J	`jnl`	Log Summarisation for Defect Evolution Analysis. CoRR Rares Dolga, Ran Zmigrod, Rui Silva, Salwa Alamir, Sameena Shah
2024	—	`conf`	Sampling Rate Adaptive Speaker Verification from Raw Waveforms. ICPR (28) Vinayak Abrol, Anshul Thakur, Akshat Gupta, Xiaomo Liu, Sameena Shah
2024	—	`conf`	Towards a new research agenda for multimodal enterprise document understanding: What are we missing? ACL (Findings) Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé
2024	J	`jnl`	TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing. CoRR Ran Zmigrod, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah
2023	A	`conf`	An Automated Code Update Tool For Python Packages. ICSME Nacho Navarro, Salwa Alamir, Petr Babkin, Sameena Shah
2023	—	`conf`	Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks. EMNLP (Industry Track) Xianzhi Li, Samuel Chan, Xiaodan Zhu, Yulong Pei, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
2023	J	`jnl`	Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? An Examination on Several Typical Tasks. CoRR Xianzhi Li, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
2023	A	`conf`	Bayesian Hierarchical Models for Counterfactual Estimation. AISTATS Natraj Raman, Daniele Magazzeni, Sameena Shah
2023	J	`jnl`	Bayesian Hierarchical Models for Counterfactual Estimation. CoRR Natraj Raman, Daniele Magazzeni, Sameena Shah
2023	A*	`conf`	BizGraphQA: A Dataset for Image-based Inference over Graph-structured Diagrams from Business Domains. SIGIR Petr Babkin, William Watson, Zhiqiang Ma, Lucas Cecchi, Natraj Raman, Armineh Nourbakhsh, Sameena Shah
2023	J	`jnl`	Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams. CoRR Ethan Callanan, Amarachi Mbakwe, Antony Papadimitriou, Yulong Pei, Mathieu Sibue, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
2023	—	`conf`	Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase. SDD@SIGSOFT FSE Yulong Pei, Salwa Alamir, Rares Dolga, Sameena Shah
2023	A*	`conf`	DocGraphLM: Documental Graph Language Model for Information Extraction. SIGIR Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah
2023	A	`conf`	How Effective Are Neural Networks for Fixing Security Vulnerabilities. ISSTA Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, Sameena Shah
2023	J	`jnl`	How Effective Are Neural Networks for Fixing Security Vulnerabilities. CoRR Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, Sameena Shah
2023	A*	`conf`	Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. SIGIR Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta
2023	—	`conf`	Log Summarisation for Defect Evolution Analysis. SDD@SIGSOFT FSE Rares Dolga, Ran Zmigrod, Rui Silva, Salwa Alamir, Sameena Shah
2023	A*	`conf`	REFinD: Relation Extraction Financial Dataset. SIGIR Simerjot Kaur, Charese Smiley, Akshat Gupta, Joy Sain, Dongsheng Wang, Suchetha Siddagangappa, Toyin Aguda, Sameena Shah
2023	J	`jnl`	REFinD: Relation Extraction Financial Dataset. CoRR Simerjot Kaur, Charese Smiley, Akshat Gupta, Joy Sain, Dongsheng Wang, Suchetha Siddagangappa, Toyin Aguda, Sameena Shah
2023	A*	`conf`	Robust NLP for Finance (RobustFin). KDD Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
2023	J	`jnl`	Synthetic Text Generation using Hypergraph Representations. CoRR Natraj Raman, Sameena Shah
2023	—	`conf`	Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data. WASSA@ACL Akshat Gupta, Xiaomo Liu, Sameena Shah
2023	J	`jnl`	Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data. CoRR Akshat Gupta, Xiaomo Liu, Sameena Shah
2023	—	`conf`	Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning. ACL (1) Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé
2022	—	`conf`	AI for Automated Code Updates. ICSE (SEIP) Salwa Alamir, Petr Babkin, Nacho Navarro, Sameena Shah
2022	—	`conf`	AIR-JPMC@SMM4H'22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks. SMM4H@COLING Leung Wai Liu, Akshat Gupta, Saheed Obitayo, Xiaomo Liu, Sameena Shah
2022	—	`conf`	AIR-JPMC@SMM4H'22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models. SMM4H@COLING Alec Louis Candidato, Akshat Gupta, Xiaomo Liu, Sameena Shah
2022	J	`jnl`	AIR-JPMC@SMM4H'22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models. CoRR Alec Candidato, Akshat Gupta, Xiaomo Liu, Sameena Shah
2022	—	`conf`	AIR-JPMC@SMM4H'22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling. SMM4H@COLING Adrian Garcia Hernandez, Leung Wai Liu, Akshat Gupta, Vineeth Ravi, Saheed O. Obitayo, Xiaomo Liu, Sameena Shah
2022	J	`jnl`	Bandit Sampling for Multiplex Networks. CoRR Cenk Baykal, Vamsi K. Potluru, Sameena Shah, Manuela M. Veloso
2022	A*	`conf`	ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. EMNLP Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
2022	J	`jnl`	ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. CoRR Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
2022	J	`jnl`	Explicit Group Sparse Projection with Applications to Deep Learning and NMF. Trans. Mach. Learn. Res. Riyasat Ohib, Nicolas Gillis, Niccolò Dalmasso, Sameena Shah, Vamsi K. Potluru, Sergey M. Plis
2022	A*	`conf`	Improving compositional generalization for multi-step quantitative reasoning in question answering. EMNLP Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé
2022	J	`jnl`	Neural Transition-based Parsing of Library Deprecations. CoRR Petr Babkin, Nacho Navarro, Salwa Alamir, Sameena Shah
2022	—	`conf`	Online Learning for Mixture of Multivariate Hawkes Processes. ICAIF Mohsen Ghassemi, Niccolò Dalmasso, Simran Lamba, Vamsi K. Potluru, Tucker Balch, Sameena Shah, Manuela Veloso
2022	J	`jnl`	Online Learning for Mixture of Multivariate Hawkes Processes. CoRR Mohsen Ghassemi, Niccolò Dalmasso, Simran Lamba, Vamsi K. Potluru, Sameena Shah, Tucker Balch, Manuela Veloso
2022	A*	`conf`	Structure and Semantics Preserving Document Representations. SIGIR Natraj Raman, Sameena Shah, Manuela Veloso
2022	J	`jnl`	Structure with Semantics: Exploiting Document Relations for Retrieval. CoRR Natraj Raman, Sameena Shah, Manuela Veloso
2022	J	`jnl`	Synthetic document generator for annotation-free layout recognition. Pattern Recognit. Natraj Raman, Sameena Shah, Manuela Veloso
2021	J	`jnl`	A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling. CoRR Mahmoud Mahfouz, Armineh Nourbakhsh, Sameena Shah
2021	A*	`conf`	Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training. NeurIPS Shangshu Qian, Hung Viet Pham, Thibaud Lutellier, Zeou Hu, Jungwon Kim, Lin Tan, Yaoliang Yu, Jiahao Chen, Sameena Shah
2021	Misc	`conf`	Domain-agnostic Document Representation Learning Using Latent Topics and Metadata. FLAIRS Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
2021	—	`conf`	FinQA: A Dataset of Numerical Reasoning over Financial Data. EMNLP (1) Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Kenneth Huang, Bryan R. Routledge, William Yang Wang
2021	J	`jnl`	FinQA: A Dataset of Numerical Reasoning over Financial Data. CoRR Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Kenneth Huang, Bryan R. Routledge, William Yang Wang
2021	J	`jnl`	Parameterized Explanations for Investor / Company Matching. CoRR Simerjot Kaur, Ivan Brugere, Andrea Stefanucci, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
2021	J	`jnl`	Synthetic Document Generator for Annotation-free Layout Recognition. CoRR Natraj Raman, Sameena Shah, Manuela Veloso
2020	J	`jnl`	Debiasing classifiers: is reality at variance with expectation? CoRR Ashrya Agrawal, Florian Pfisterer, Bernd Bischl, Jiahao Chen, Srijan Sood, Sameena Shah, Francois Buet-Golfouse, Bilal A. Mateen, Sebastian J. Vollmer
2020	—	`ed.`	Proceedings of the ACM SIGKDD Workshop on Knowledge-infused Mining and Learning for Social Impact co-located with 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual) (SIGKDD 2020), San Diego, California, USA, August 24, 2020. KiML@KDD Manas Gaur, Alejandro Jaimes, Fatma Ozcan, Srinivasan Parthasarathy, Sameena Shah, Amit P. Sheth, Biplav Srivastava
2020	J	`jnl`	Robust Document Representations using Latent Topics and Metadata. CoRR Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
2020	—	`conf`	Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering. ICAIF Daniel Borrajo, Manuela Veloso, Sameena Shah
2020	J	`jnl`	Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering. CoRR Daniel Borrajo, Manuela Veloso, Sameena Shah
2018	A*	`conf`	An Extensible Event Extraction System With Cross-Media Event Resolution. KDD Fabio Petroni, Natraj Raman, Timothy Nugent, Armineh Nourbakhsh, Zarko Panic, Sameena Shah, Jochen L. Leidner
2018	A*	`conf`	TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media. AAAI Xin Shuai, Xiaomo Liu, Armineh Nourbakhsh, Sameena Shah, Tonya Custis
2017	J	`jnl`	"Breaking" Disasters: Predicting and Characterizing the Global News Value of Natural and Man-made Disasters. CoRR Armineh Nourbakhsh, Quanzhi Li, Xiaomo Liu, Sameena Shah
2017	A	`conf`	Data Sets: Word Embeddings Learned from Tweets and General Data. ICWSM Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh
2017	J	`jnl`	Data Sets: Word Embeddings Learned from Tweets and General Data. CoRR Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh
2017	B	`conf`	Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits. CoNLL Quanzhi Li, Sameena Shah
2017	A*	`conf`	Real-Time Novel Event Detection from Social Media. ICDE Quanzhi Li, Armineh Nourbakhsh, Sameena Shah, Xiaomo Liu
2017	J	`jnl`	Reuters Tracer: Toward Automated News Production Using Large Scale Social Media Data. CoRR Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Sameena Shah, Robert Martin, John Duprey
2017	—	`conf`	Reuters tracer: Toward automated news production using large scale social media data. IEEE BigData Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Sameena Shah, Robert Martin, John Duprey
2017	—	`conf`	funSentiment at SemEval-2017 Task 4: Topic-Based Message Sentiment Classification by Exploiting Word Embeddings, Text Features and Target Contexts. SemEval@ACL Quanzhi Li, Armineh Nourbakhsh, Xiaomo Liu, Rui Fang, Sameena Shah
2017	—	`conf`	funSentiment at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs Using Word Vectors Built from StockTwits and Twitter. SemEval@ACL Quanzhi Li, Sameena Shah, Armineh Nourbakhsh, Rui Fang, Xiaomo Liu
2016	—	`conf`	Discovering Relevant Hashtags for Health Concepts: A Case Study of Twitter. AAAI Workshop: WWW and Population Health Intelligence Quanzhi Li, Sameena Shah, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu
2016	A	`conf`	Hashtag Recommendation Based on Topic Enhanced Embedding, Tweet Entity Data and Learning to Rank. CIKM Quanzhi Li, Sameena Shah, Armineh Nourbakhsh, Xiaomo Liu, Rui Fang
2016	B	`conf`	Perceived, Projected, and True Investment Expertise: Not All Experts Provide Expert Recommendations. DSAA Amit Shavit, Sameena Shah
2016	A	`conf`	Reuters Tracer: A Large Scale System of Detecting & Verifying Real-Time News Events from Twitter. CIKM 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
2016	—	`conf`	Table classification using both structure and content information: A case study of financial documents. IEEE BigData Quanzhi Li, Sameena Shah, Rui Fang
2016	B	`conf`	Tweet Sentiment Analysis by Incorporating Sentiment-Specific Word Embedding and Weighted Text Features. WI Quanzhi Li, Sameena Shah, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu
2016	B	`conf`	Tweet Topic Classification Using Distributed Language Representations. WI Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh, Rui Fang
2016	A	`conf`	TweetSift: Tweet Topic Classification Based on Entity Knowledge Base and Topic Enhanced Word Embedding. CIKM Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh, Rui Fang
2016	A	`conf`	User Behaviors in Newsworthy Rumors: A Case Study of Twitter. ICWSM Quanzhi Li, Xiaomo Liu, Rui Fang, Armineh Nourbakhsh, Sameena Shah
2016	—	`conf`	Using paraphrases to improve tweet classification: Comparing WordNet and word embedding approaches. IEEE BigData Quanzhi Li, Sameena Shah, Mohammad Mahdi Ghassemi, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu
2016	—	`conf`	Witness Identification in Twitter. SocialNLP@EMNLP Rui Fang, Armineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Quanzhi Li
2015	—	`conf`	Newsworthy Rumor Events: A Case Study of Twitter. ICDM Workshops Armineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Rui Fang, Mohammad Mahdi Ghassemi, Quanzhi Li
2015	A	`conf`	Real-time Rumor Debunking on Twitter. CIKM Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Rui Fang, Sameena Shah
2014	—	`conf`	Winning by Following the Winners: Mining the Behaviour of Stock Market Experts in Social Media. SBP Wenhui Liao, Sameena Shah, Masoud Makrehchi
2013	J	`jnl`	Ants find the shortest path: a mathematical proof. Swarm Intell. Jayadeva, Sameena Shah, Amit Bhaya, Ravi Kothari, Suresh Chandra
2013	J	`jnl`	Convergence of the dynamic load balancing problem to Nash equilibrium using distributed local interactions. Inf. Sci. Sameena Shah, Ravi Kothari
2013	—	`conf`	Stock Prediction Using Event-Based Sentiment Analysis. Web Intelligence Masoud Makrehchi, Sameena Shah, Wenhui Liao
2011	C	`conf`	Debugging ants: How ants find the shortest route. ICICS Jayadeva, Sameena Shah, Ravi Kothari, Suresh Chandra
2011	A*	`conf`	M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions. AAAI Sameena Shah, Jayadeva, Ravi Kothari, Suresh Chandra
2010	J	`jnl`	Trail formation in ants. A generalized Polya urn process. Swarm Intell. Sameena Shah, Ravi Kothari, Jayadeva, Suresh Chandra
2009	—	`conf`	Kernel Optimization Using a Generalized Eigenvalue Approach. PReMI Jayadeva, Sameena Shah, Suresh Chandra
2009	—	`conf`	Zero Norm Least Squares Proximal SVR. PReMI Jayadeva, Sameena Shah, Suresh Chandra
2008	A*	`conf`	Mathematical Modeling and Convergence Analysis of Trail Formation. AAAI Sameena Shah, Ravi Kothari, Jayadeva, Suresh Chandra