Armineh Nourbakhsh

58 papers A* 9A 7B 2Misc 1Journal 23Unranked 16
YearRankTypeTitle / 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
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation.
ACL (1)
T. Y. S. S. Santosh, Youssef Tarek Elkhayat, Oana Ichim, Pranav Shetty, Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu
2025 J jnl
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation.
CoRR
T. Y. S. S. Santosh, Youssef Tarek Elkhayat, Oana Ichim, Pranav Shetty, Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu
2025 J jnl
Investigating the Temporal Association of Biomedical Research on Small Business Funding: A Bibliometric and Data Analytic Approach.
IEEE Trans. Comput. Soc. Syst.
Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley, Tuka Alhanai, Ivan Brugere, Armineh Nourbakhsh, Mohammad M. Ghassemi
2025 J jnl
R
CoRR
Zhen Wu, Ritam Dutt, Luke Breitfeller, Armineh Nourbakhsh, Siddharth Parekh, Carolyn P. Rosé
2025 — conf
R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation.
IJCNLP-AACL (long papers)
Zhen Wu, Ritam Dutt, Luke Breitfeller, Armineh Nourbakhsh, Siddharth Parekh, Carolyn P. Rosé
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
"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs.
EMNLP (Findings)
Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso
2024 J jnl
"What is the value of {templates}?" Rethinking Document Information Extraction Datasets for LLMs.
CoRR
Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso
2024 J jnl
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law.
CoRR
Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda R. Petzold, William Yang Wang
2024 J jnl
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law.
Trans. Mach. Learn. Res.
Zhiyu Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda Ruth Petzold, William Yang Wang
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
DocGraphLM: Documental Graph Language Model for Information Extraction.
CoRR
Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah
2024 — conf
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding.
ACL (1)
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
2024 J jnl
DocLLM: A layout-aware generative language model for multimodal document understanding.
CoRR
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
2024 J jnl
The Influence of Biomedical Research on Future Business Funding: Analyzing Scientific Impact and Content in Industrial Investments.
CoRR
Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley, Tuka Alhanai, Ivan Brugere, Armineh Nourbakhsh, Mohammad M. Ghassemi
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
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 A* conf
DocGraphLM: Documental Graph Language Model for Information Extraction.
SIGIR
Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, 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 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 — conf
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning.
ACL (1)
Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé
2022 A* conf
Improving compositional generalization for multi-step quantitative reasoning in question answering.
EMNLP
Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé
2021 J jnl
A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling.
CoRR
Mahmoud Mahfouz, Armineh Nourbakhsh, 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 J jnl
Parameterized Explanations for Investor / Company Matching.
CoRR
Simerjot Kaur, Ivan Brugere, Andrea Stefanucci, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
2020 J jnl
Mapping ESG Trends by Distant Supervision of Neural Language Models.
Mach. Learn. Knowl. Extr.
Natraj Raman, Grace Bang, Armineh Nourbakhsh
2020 J jnl
Robust Document Representations using Latent Topics and Metadata.
CoRR
Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
2020 A* conf
SPot: A Tool for Identifying Operating Segments in Financial Tables.
SIGIR
Zhiqiang Ma, Steven Pomerville, Mingyang Di, Armineh Nourbakhsh
2020 J jnl
SPot: A tool for identifying operating segments in financial tables.
CoRR
Zhiqiang Ma, Steven Pomerville, Mingyang Di, Armineh Nourbakhsh
2020 A conf
SPread: Automated Financial Metric Extraction and Spreading Tool from Earnings Reports.
WSDM
Armineh Nourbakhsh, Mohammad M. Ghassemi, Steven Pomerville
2019 J jnl
A framework for anomaly detection using language modeling, and its applications to finance.
CoRR
Armineh Nourbakhsh, Grace Bang
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 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 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 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
2012 J jnl
Sentiment analysis of online news text: a case study of appraisal theory.
Online Inf. Rev.
Christopher S. G. Khoo, Armineh Nourbakhsh, Jin-Cheon Na