Thien Huu Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 138

Top Venues

Publications

Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heintz, Dan Roth
Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey. ACM Comput. Surv. 56 (2) (2024)
Nam Le Hai, Trang Nguyen, Ngo Van Linh, Thien Huu Nguyen, Khoat Than
Continual variational dropout: a view of auxiliary local variables in continual learning. Mach. Learn. 113 (1) (2024)
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. LREC/COLING (2024)
Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. CoRR (2024)
Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports. LREC/COLING (2024)
Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan, Linh Ngo Van, Thien Huu Nguyen, Diep Thi-Ngoc Nguyen
ToVo: Toxicity Taxonomy via Voting. CoRR (2024)
Hieu Man, Thien Huu Nguyen
Counterfactual Augmentation for Robust Authorship Representation Learning. SIGIR (2024)
Tinh Son Luong, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
Realistic Evaluation of Toxicity in Large Language Models. CoRR (2024)
Viet Dac Lai, Duy Ngoc Pham, Jonathan Steinberg, Jamie Mikeska, Thien Huu Nguyen
CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis. LREC/COLING (2024)
Hieu Man, Franck Dernoncourt, Thien Huu Nguyen
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. AAAI (2024)
Thanh-Thien Le, Manh Nguyen, Tung Thanh Nguyen, Ngo Van Linh, Thien Huu Nguyen
Continual Relation Extraction via Sequential Multi-Task Learning. AAAI (2024)
Thi-Nhung Nguyen, Tien-Bang Tran, Trong-Nghia Luu, Thien Huu Nguyen, Kiem-Hieu Nguyen
BKEE: Pioneering Event Extraction in the Vietnamese Language. LREC/COLING (2024)
Dat Quoc Nguyen, Linh The Nguyen, Chi Tran, Dung Ngoc Nguyen, Nhung Nguyen, Thien Huu Nguyen, Dinh Q. Phung, Hung Hai Bui
PhoGPT: Generative Pre-training for Vietnamese. CoRR (2023)
Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. CoRR (2023)
Thien Hai Nguyen, Thinh Pham, Khoi Minh Le, Manh Luong, Nguyen Luong Tran, Hieu Man, Dang Minh Nguyen, Tuan Anh Luu, Thien Huu Nguyen, Hung Bui, Dinh Phung, Dat Quoc Nguyen
A Vietnamese Spelling Correction System. IUI Companion (2023)
Chien Van Nguyen, Hieu Man, Thien Huu Nguyen
Contextualized Soft Prompts for Extraction of Event Arguments. ACL (Findings) (2023)
Minh Van Nguyen, Kishan KC, Toan Nguyen, Thien Huu Nguyen, Ankit Chadha, Thuy Vu
Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection. INTERSPEECH (2023)
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. CoRR (2023)
Minh Van Nguyen, Kishan KC, Toan Nguyen, Thien Huu Nguyen, Ankit Chadha, Thuy Vu
Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection. CoRR (2023)
Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. CoRR (2023)
Viet Dac Lai, Chien Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. EMNLP (Demos) (2023)
Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. INTERSPEECH (2023)
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. CoRR (2023)
Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
Event Extraction in Video Transcripts. COLING (2022)
Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
Event Detection for Suicide Understanding. NAACL-HLT (Findings) (2022)
Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. LREC (2022)
Qiuhao Lu, Thien Huu Nguyen, Dejing Dou
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. CoRR (2022)
Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
MEE: A Novel Multilingual Event Extraction Dataset. CoRR (2022)
Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen
Keyphrase Prediction from Video Transcripts: New Dataset and Directions. COLING (2022)
Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. NAACL-HLT (2022)
Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction. CoRR (2022)
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
Symlink: A New Dataset for Scientific Symbol-Description Linking. CoRR (2022)
Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. NAACL-HLT (2022)
Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen
Improving Keyphrase Extraction with Data Augmentation and Information Filtering. CoRR (2022)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
Tutorial Recommendation for Livestream Videos using Discourse-Level Consistency and Ontology-Based Filtering. CoRR (2022)
Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
MECI: A Multilingual Dataset for Event Causality Identification. COLING (2022)
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions. SemEval@NAACL (2022)
Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. ACL (Findings) (2022)
Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
Textual Data Augmentation for Patient Outcomes Prediction. CoRR (2022)
Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. CoRR (2022)
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. CoRR (2022)
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. LREC (2022)
Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
Document-Level Event Argument Extraction via Optimal Transport. ACL (Findings) (2022)
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. COLING (2022)
Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
Unsupervised Domain Adaptation for Joint Information Extraction. EMNLP (Findings) (2022)
Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning. COLING (2022)
Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen
Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. SDU@AAAI (2022)
Amir Pouran Ben Veyseh, Thien Huu Nguyen
Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport. *SEM@NAACL-HLT (2022)
Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
ClinicalT5: A Generative Language Model for Clinical Text. EMNLP (Findings) (2022)
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. NAACL-HLT (Findings) (2022)
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
Punctuation Restoration. CoRR (2022)
Hieu Man, Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
Selecting Optimal Context Sentences for Event-Event Relation Extraction. AAAI (2022)
Duong Le, Thien Huu Nguyen
Fine-Grained Event Trigger Detection. EACL (2021)
Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
Textual Data Augmentation for Patient Outcomes Prediction. BIBM (2021)
Minh Tran Phu, Minh Van Nguyen, Thien Huu Nguyen
Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks. W-NUT (2021)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen
MadDog: A Web-based System for Acronym Identification and Disambiguation. CoRR (2021)
Minh Van Nguyen, Tuan Ngo Nguyen, Bonan Min, Thien Huu Nguyen
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments. EMNLP (1) (2021)
Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen
Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. EACL (System Demonstrations) (2021)
Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen
Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks. CoRR (2021)
Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen
Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks. NAACL-HLT (2021)
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
Learning Prototype Representations Across Few-Shot Tasks for Event Detection. EMNLP (1) (2021)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction. SemEval@ACL/IJCNLP (2021)
Minh Van Nguyen, Thien Huu Nguyen
Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures. WANLP (2021)
Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai
Dictionary-Guided Scene Text Recognition. CVPR (2021)
Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen
Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. CoRR (2021)
Nghia Trung Ngo, Duy Phung, Thien Huu Nguyen
Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters. ACL/IJCNLP (Findings) (2021)
Viet Dac Lai, Minh Van Nguyen, Heidi Kaufman, Thien Huu Nguyen
Event Extraction from Historical Texts: A New Dataset for Black Rebellions. ACL/IJCNLP (Findings) (2021)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen
MadDog: A Web-based System for Acronym Identification and Disambiguation. EACL (System Demonstrations) (2021)
Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heintz, Dan Roth
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey. CoRR (2021)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen
Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. PAKDD (2) (2021)
Qiuhao Lu, Thien Huu Nguyen, Dejing Dou
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. SIGIR (2021)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. SDU@AAAI (2021)
Amir Pouran Ben Veyseh, Minh Van Nguyen, Bonan Min, Thien Huu Nguyen
Augmenting Open-Domain Event Detection with Synthetic Data from GPT-2. ECML/PKDD (3) (2021)
Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
Unleash GPT-2 Power for Event Detection. ACL/IJCNLP (1) (2021)
Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt
Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection. SIGIR (2021)
Minh Tran Phu, Thien Huu Nguyen
Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures. NAACL-HLT (2021)
Duong Le, Thien Huu Nguyen
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks. W-NUT (2021)
Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models. EMNLP (Findings) (2021)
Hieu Minh Tran, Duy Phung, Thien Huu Nguyen
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution. ACL/IJCNLP (1) (2021)
Amir Pouran Ben Veyseh, Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
Modeling Document-Level Context for Event Detection via Important Context Selection. EMNLP (1) (2021)
Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen
Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks. EMNLP (1) (2020)
Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li
Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. COLING (2020)
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. CoRR (2020)
Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. CoRR (2020)
Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt
Extensively Matching for Few-shot Learning Event Detection. NUSE@ACL (2020)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
Exploiting the Syntax-Model Consistency for Neural Relation Extraction. ACL (2020)
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
Extensively Matching for Few-shot Learning Event Detection. CoRR (2020)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. CoRR (2020)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. CoRR (2020)
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
Exploiting the Matching Information in the Support Set for Few Shot Event Classification. PAKDD (2) (2020)
Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen
Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks. CoRR (2020)
Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. CoRR (2020)
Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh, Khoat Than
Bag of biterms modeling for short texts. Knowl. Inf. Syst. 62 (10) (2020)
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. CoRR (2020)
Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh, Khoat Than
Bag of biterms modeling for short texts. CoRR (2020)
Nghia Trung Ngo, Tuan Ngo Nguyen, Thien Huu Nguyen
Learning to Select Important Context Words for Event Detection. PAKDD (2) (2020)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. COLING (2020)
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. EMNLP (1) (2020)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. AAAI (2020)
Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen
Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. AAAI (2020)

Thien Huu Nguyen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Thien Huu Nguyen