Sentiment analysis of online news text: a case study of appraisal theory. - Christopher S. G. Khoo; Armineh Nourbakhsh; Jin-Cheon Na (Online Inf. Rev., 2012)

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)

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)

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)

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)

A framework for anomaly detection using language modeling, and its applications to finance. - Armineh Nourbakhsh; Grace Bang (CoRR, 2019)

SPot: A Tool for Identifying Operating Segments in Financial Tables. - Zhiqiang Ma; Steven Pomerville; Mingyang Di; Armineh Nourbakhsh (SIGIR, 2020)

SPread: Automated Financial Metric Extraction and Spreading Tool from Earnings Reports. - Armineh Nourbakhsh; Mohammad M. Ghassemi; Steven Pomerville (WSDM, 2020)

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

Mapping ESG Trends by Distant Supervision of Neural Language Models. - Natraj Raman; Grace Bang; Armineh Nourbakhsh (Mach. Learn. Knowl. Extr., 2020)

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

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

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

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)

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)

DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. - Dongsheng Wang 005; Natraj Raman; Mathieu Sibue; Zhiqiang Ma; Petr Babkin; Simerjot Kaur; Yulong Pei; Armineh Nourbakhsh; Xiaomo Liu (ACL (1), 2024)

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)

"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs. - Ran Zmigrod; Pranav Shetty; Mathieu Sibue; Zhiqiang Ma; Armineh Nourbakhsh; Xiaomo Liu; Manuela Veloso (EMNLP (Findings), 2024)

The Influence of Biomedical Research on Future Business Funding: Analyzing Scientific Impact and Content in Industrial Investments. - Reza Khanmohammadi; Simerjot Kaur; Charese H. Smiley; Tuka Alhanai; Ivan Brugere; Armineh Nourbakhsh; Mohammad M. Ghassemi (CoRR, 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)

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law. - Zhiyu Chen 002; Jing Ma; Xinlu Zhang; Nan Hao; An Yan 003; Armineh Nourbakhsh; Xianjun Yang; Julian J. McAuley; Linda Ruth Petzold; William Yang Wang (Trans. Mach. Learn. Res., 2024)

CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation. - T. Y. S. S. Santosh; Youssef Tarek Elkhayat; Oana Ichim; Pranav Shetty; Dongsheng Wang 005; Zhiqiang Ma; Armineh Nourbakhsh; Xiaomo Liu (ACL (1), 2025)

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)

R2-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation. - Zhen Wu; Ritam Dutt; Luke Breitfeller; Armineh Nourbakhsh; Siddharth Parekh; Carolyn P. Rosé (CoRR, 2025)