Armineh Nourbakhsh

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 45

Top Topics

Document Understanding

Top Venues

Publications

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
DocLLM: A layout-aware generative language model for multimodal document understanding. CoRR (2024)
Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley, Tuka Alhanai, Ivan Brugere, Armineh Nourbakhsh, Mohammad M. Ghassemi
The Influence of Biomedical Research on Future Business Funding: Analyzing Scientific Impact and Content in Industrial Investments. CoRR (2024)
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. ACL (1) (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)
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)
Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda R. Petzold, William Yang Wang
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law. 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)
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)
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)
Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
Robust NLP for Finance (RobustFin). KDD (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)
Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé
Improving compositional generalization for multi-step quantitative reasoning in question answering. EMNLP (2022)
Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Domain-agnostic Document Representation Learning Using Latent Topics and Metadata. FLAIRS Conference (2021)
Simerjot Kaur, Ivan Brugere, Andrea Stefanucci, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Parameterized Explanations for Investor / Company Matching. CoRR (2021)
Mahmoud Mahfouz, Armineh Nourbakhsh, Sameena Shah
A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling. CoRR (2021)
Natraj Raman, Grace Bang, Armineh Nourbakhsh
Mapping ESG Trends by Distant Supervision of Neural Language Models. Mach. Learn. Knowl. Extr. 2 (4) (2020)
Zhiqiang Ma, Steven Pomerville, Mingyang Di, Armineh Nourbakhsh
SPot: A Tool for Identifying Operating Segments in Financial Tables. SIGIR (2020)
Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Robust Document Representations using Latent Topics and Metadata. CoRR (2020)
Zhiqiang Ma, Steven Pomerville, Mingyang Di, Armineh Nourbakhsh
SPot: A tool for identifying operating segments in financial tables. CoRR (2020)
Armineh Nourbakhsh, Mohammad M. Ghassemi, Steven Pomerville
SPread: Automated Financial Metric Extraction and Spreading Tool from Earnings Reports. WSDM (2020)
Armineh Nourbakhsh, Grace Bang
A framework for anomaly detection using language modeling, and its applications to finance. CoRR (2019)
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, 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)
Rui Fang, Armineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Quanzhi Li
Witness Identification in Twitter. SocialNLP@EMNLP (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)
Christopher S. G. Khoo, Armineh Nourbakhsh, Jin-Cheon Na
Sentiment analysis of online news text: a case study of appraisal theory. Online Inf. Rev. 36 (6) (2012)