Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey. - Min, Bonan; Ross, Hayley; Sulem, Elior; Veyseh, Amir Pouran Ben; Nguyen, Thien Huu; Sainz, Oscar; Agirre, Eneko; Heintz, Ilana; Roth, Dan (ACM Comput. Surv., 2024)

MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. - Veyseh, Amir Pouran Ben; Lai, Viet Dac; Nguyen, Chien; Dernoncourt, Franck; Nguyen, Thien Huu (2024)

Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), Remote, February 14, 2023. (CEUR-WS.org, 2024)

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Min, Bonan; Nguyen, Thien Huu (2023)

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. - Lai, Viet Dac; Ngo, Nghia Trung; Veyseh, Amir Pouran Ben; Man, Hieu; Dernoncourt, Franck; Bui, Trung; Nguyen, Thien Huu (2023)

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. - Lai, Viet Dac; Ngo, Nghia Trung; Veyseh, Amir Pouran Ben; Man, Hieu; Dernoncourt, Franck; Bui, Trung; Nguyen, Thien Huu (CoRR, 2023)

Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. - Veyseh, Amir Pouran Ben; Meister, Nicole; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. - Veyseh, Amir Pouran Ben; Xu, Ning; Tran, Quan Hung; Manjunatha, Varun; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

Document-Level Event Argument Extraction via Optimal Transport. - Veyseh, Amir Pouran Ben; Nguyen, Minh Van; Dernoncourt, Franck; Min, Bonan; Nguyen, Thien Huu (2022)

MECI: A Multilingual Dataset for Event Causality Identification. - Lai, Viet Dac; Veyseh, Amir Pouran Ben; Nguyen, Minh Van; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. - Veyseh, Amir Pouran Ben; Meister, Nicole; Yoon, Seunghyun; Jain, Rajiv; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

Keyphrase Prediction from Video Transcripts: New Dataset and Directions. - Veyseh, Amir Pouran Ben; Tran, Quan Hung; Yoon, Seunghyun; Manjunatha, Varun; Deilamsalehy, Hanieh; Jain, Rajiv; Bui, Trung; Chang, Walter; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

Event Extraction in Video Transcripts. - Veyseh, Amir Pouran Ben; Lai, Viet Dac; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

MEE: A Novel Multilingual Event Extraction Dataset. - Veyseh, Amir Pouran Ben; Ebrahimi, Javid; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. - Lai, Viet Dac; Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. - Veyseh, Amir Pouran Ben; Lai, Viet Dac; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. - Lai, Viet Dac; Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

Event Detection for Suicide Understanding. - Guzman-Nateras, Luis; Lai, Viet Dac; Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. - Veyseh, Amir Pouran Ben; Nguyen, Minh Van; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions. - Lai, Viet Dac; Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (2022)

Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport. - Veyseh, Amir Pouran Ben; Nguyen, Thien Huu (2022)

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, SDU@AAAI 2022, Virtual Event, March 1, 2022. (CEUR-WS.org, 2022)

MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. - Veyseh, Amir Pouran Ben; Meister, Nicole; Yoon, Seunghyun; Jain, Rajiv; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2022)

Punctuation Restoration. - Lai, Viet Dac; Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2022)

Symlink: A New Dataset for Scientific Symbol-Description Linking. - Lai, Viet Dac; Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2022)

Improving Keyphrase Extraction with Data Augmentation and Information Filtering. - Veyseh, Amir Pouran Ben; Meister, Nicole; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2022)

Tutorial Recommendation for Livestream Videos using Discourse-Level Consistency and Ontology-Based Filtering. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2022)

MEE: A Novel Multilingual Event Extraction Dataset. - Veyseh, Amir Pouran Ben; Ebrahimi, Javid; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2022)

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. - Veyseh, Amir Pouran Ben; Nguyen, Minh Van; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2022)

Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu; Chang, Walter; Celi, Leo Anthony (2021)

Unleash GPT-2 Power for Event Detection. - Veyseh, Amir Pouran Ben; Lai, Viet Dac; Dernoncourt, Franck; Nguyen, Thien Huu (2021)

Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. - Nguyen, Minh Van; Lai, Viet Dac; Veyseh, Amir Pouran Ben; Nguyen, Thien Huu (2021)

MadDog: A Web-based System for Acronym Identification and Disambiguation. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Chang, Walter; Nguyen, Thien Huu (2021)

Modeling Document-Level Context for Event Detection via Important Context Selection. - Veyseh, Amir Pouran Ben; Nguyen, Minh Van; Ngo, Nghia Trung; Min, Bonan; Nguyen, Thien Huu (2021)

Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Tran, Quan Hung; Manjunatha, Varun; Wang, Lidan; Jain, Rajiv; Kim, Doo Soon; Chang, Walter; Nguyen, Thien Huu (2021)

Augmenting Open-Domain Event Detection with Synthetic Data from GPT-2. - Veyseh, Amir Pouran Ben; Nguyen, Minh Van; Min, Bonan; Nguyen, Thien Huu (2021)

DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (2021)

Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, SDU@AAAI 2021, Virtual Event, February 9, 2021. (CEUR-WS.org, 2021)

Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. - Nguyen, Minh Van; Lai, Viet Dac; Veyseh, Amir Pouran Ben; Nguyen, Thien Huu (CoRR, 2021)

MadDog: A Web-based System for Acronym Identification and Disambiguation. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Chang, Walter; Nguyen, Thien Huu (CoRR, 2021)

Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey. - Min, Bonan; Ross, Hayley; Sulem, Elior; Veyseh, Amir Pouran Ben; Nguyen, Thien Huu; Sainz, Oscar; Agirre, Eneko; Heintz, Ilana; Roth, Dan (CoRR, 2021)

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Dou, Dejing; Nguyen, Thien Huu (2020)

Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Thai, My Tra; Dou, Dejing; Nguyen, Thien Huu (2020)

Exploiting the Syntax-Model Consistency for Neural Relation Extraction. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Dou, Dejing; Nguyen, Thien Huu (2020)

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Tran, Quan Hung; Nguyen, Thien Huu (2020)

Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. - Veyseh, Amir Pouran Ben; Nguyen, Tuan Ngo; Nguyen, Thien Huu (2020)

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. - Veyseh, Amir Pouran Ben; Nouri, Nasim; Dernoncourt, Franck; Tran, Quan Hung; Dou, Dejing; Nguyen, Thien Huu (2020)

Introducing a New Dataset for Event Detection in Cybersecurity Texts. - Trong, Hieu Man Duc; Le, Duc-Trong; Veyseh, Amir Pouran Ben; Nguyen, Thuat; Nguyen, Thien Huu (2020)

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. - Veyseh, Amir Pouran Ben; Nouri, Nasim; Dernoncourt, Franck; Dou, Dejing; Nguyen, Thien Huu (2020)

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. - Veyseh, Amir Pouran Ben; Nouri, Nasim; Dernoncourt, Franck; Dou, Dejing; Nguyen, Thien Huu (CoRR, 2020)

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. - Veyseh, Amir Pouran Ben; Nouri, Nasim; Dernoncourt, Franck; Tran, Quan Hung; Dou, Dejing; Nguyen, Thien Huu (CoRR, 2020)

Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. - Veyseh, Amir Pouran Ben; Nguyen, Tuan Ngo; Nguyen, Thien Huu (CoRR, 2020)

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Tran, Quan Hung; Nguyen, Thien Huu (CoRR, 2020)

Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu; Chang, Walter; Celi, Leo Anthony (CoRR, 2020)

Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. - Veyseh, Amir Pouran Ben; Nguyen, Thien Huu; Dou, Dejing (2019)

Rumor detection in social networks via deep contextual modeling. - Veyseh, Amir Pouran Ben; Thai, My T.; Nguyen, Thien Huu; Dou, Dejing (2019)

Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. - Veyseh, Amir Pouran Ben; Nguyen, Thien Huu; Dou, Dejing (2019)

Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. - Veyseh, Amir Pouran Ben; Nguyen, Thien Huu; Dou, Dejing (CoRR, 2019)

Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. - Veyseh, Amir Pouran Ben; Nguyen, Thien Huu; Dou, Dejing (CoRR, 2019)

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Dou, Dejing; Nguyen, Thien Huu (CoRR, 2019)

Improving Slot Filling by Utilizing Contextual Information. - Veyseh, Amir Pouran Ben; Dernoncourt, Franck; Nguyen, Thien Huu (CoRR, 2019)

A Temporal Attentional Model for Rumor Stance Classification. - Veyseh, Amir Pouran Ben; Ebrahimi, Javid; Dou, Dejing; Lowd, Daniel (2017)

Cross-Lingual Question Answering Using Common Semantic Space. - Veyseh, Amir Pouran Ben (2016)