Armineh Nourbakhsh

According to our database, Armineh Nourbakhsh authored at least 43 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law.

Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda R. Petzold, William Yang Wang

CoRR, 2024

BuDDIE: A Business Document Dataset for Multi-task Information Extraction.

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

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

TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing.

Ran Zmigrod, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah

CoRR, 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

"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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

AliGATr: Graph-based layout generation for form understanding.

Armineh Nourbakhsh, Zhao Jin, Siddharth Parekh, Sameena Shah, Carolyn P. Rosé

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Towards a new research agenda for multimodal enterprise document understanding: What are we missing?

Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé

Proceedings of the Findings of the Association for Computational Linguistics, 2024

DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding.

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

DocGraphLM: Documental Graph Language Model for Information Extraction.

Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop.

Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Robust NLP for Finance (RobustFin).

Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning.

Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Improving compositional generalization for multi-step quantitative reasoning in question answering.

Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Parameterized Explanations for Investor / Company Matching.

Simerjot Kaur, Ivan Brugere, Andrea Stefanucci, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso

CoRR, 2021

A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling.

Mahmoud Mahfouz, Armineh Nourbakhsh, Sameena Shah

CoRR, 2021

Domain-agnostic Document Representation Learning Using Latent Topics and Metadata.

Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2020

Mapping ESG Trends by Distant Supervision of Neural Language Models.

Natraj Raman, Grace Bang, Armineh Nourbakhsh

Mach. Learn. Knowl. Extr., 2020

Robust Document Representations using Latent Topics and Metadata.

Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso

CoRR, 2020

SPread: Automated Financial Metric Extraction and Spreading Tool from Earnings Reports.

Armineh Nourbakhsh, Mohammad M. Ghassemi, Steven Pomerville

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

SPot: A Tool for Identifying Operating Segments in Financial Tables.

Zhiqiang Ma, Steven Pomerville, Mingyang Di, Armineh Nourbakhsh

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2019

A framework for anomaly detection using language modeling, and its applications to finance.

Armineh Nourbakhsh, Grace Bang

CoRR, 2019

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

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media.

Xin Shuai, Xiaomo Liu, Armineh Nourbakhsh, Sameena Shah, Tonya Custis

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

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

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

Proceedings of the 11th International Workshop on Semantic Evaluation, 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

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Data Sets: Word Embeddings Learned from Tweets and General Data.

Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Real-Time Novel Event Detection from Social Media.

Quanzhi Li, Armineh Nourbakhsh, Sameena Shah, Xiaomo Liu

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Reuters tracer: Toward automated news production using large scale social media data.

Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Sameena Shah, Robert Martin, John Duprey

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Tweet Topic Classification Using Distributed Language Representations.

Quanzhi Li, Sameena Shah, Xiaomo Liu, Armineh Nourbakhsh, Rui Fang

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Tweet Sentiment Analysis by Incorporating Sentiment-Specific Word Embedding and Weighted Text Features.

Quanzhi Li, Sameena Shah, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

User Behaviors in Newsworthy Rumors: A Case Study of Twitter.

Quanzhi Li, Xiaomo Liu, Rui Fang, Armineh Nourbakhsh, Sameena Shah

Proceedings of the Tenth International Conference on Web and Social Media, 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, Arun Vachher, William Keenan, Sameena Shah

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 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

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 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

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 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

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Witness Identification in Twitter.

Rui Fang, Armineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Quanzhi Li

Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media, 2016

Discovering Relevant Hashtags for Health Concepts: A Case Study of Twitter.

Quanzhi Li, Sameena Shah, Rui Fang, Armineh Nourbakhsh, Xiaomo Liu

Proceedings of the World Wide Web and Population Health Intelligence, 2016

2015

Newsworthy Rumor Events: A Case Study of Twitter.

Armineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Rui Fang, Mohammad Mahdi Ghassemi, Quanzhi Li

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Real-time Rumor Debunking on Twitter.

Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Rui Fang, Sameena Shah

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2012

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