Sameena Shah
21 papers · 2017–2025 · 9 venues · across top CS/AI venues
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Research topics
Machine Learning
(18)
Artificial Intelligence
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Natural Language Processing
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Keywords
text classification
(6)
sentiment analysis
(4)
ensemble learning
(3)
word embedding
(3)
numerical reasoning
(3)
question answering
(2)
quantitative reasoning
(2)
visual question answering
(2)
multi-step reasoning
(2)
domain adaptation
(2)
compositional generalization
(2)
document understanding
(2)
social media
(2)
large language model
(2)
information extraction
(1)
social media analysis
(1)
relation extraction
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attention mechanism
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metric learning
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multimodal learning
(1)
Papers
BuDDIE: A Business Document Dataset for Multi-task Information Extraction
COLING 2025
Where is this coming from? Making groundedness count in the evaluation of Document VQA models
NAACL 2025
AliGATr: Graph-based layout generation for form understanding
EMNLP 2024
Towards a new research agenda for multimodal enterprise document understanding: What are we missing?
ACL 2024
TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing
EACL 2024
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
EMNLP 2023
Bayesian Hierarchical Models for Counterfactual Estimation
AISTATS 2023
Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data
ACL 2023
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning
ACL 2023
AIR-JPMC@SMM4Hβ22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks
COLING 2022
AIR-JPMC@SMM4Hβ22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models
COLING 2022
AIR-JPMC@SMM4Hβ22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling
COLING 2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
EMNLP 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering
EMNLP 2022
TweetFinSent: A Dataset of Stock Sentiments on Twitter
EMNLP 2022
Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training
NeurIPS 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data
EMNLP 2021
ViziTex: Interactive Visual Sense-Making of Text Corpora
NAACL 2021
funSentiment at SemEval-2017 Task 4: Topic-Based Message Sentiment Classification by Exploiting Word Embeddings, Text Features and Target Contexts
SemEval 2017
funSentiment at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs Using Word Vectors Built from StockTwits and Twitter
SemEval 2017
Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits
CoNLL 2017