Thien Huu Nguyen

212 papers A* 24A 4B 12Misc 1Journal 72Unranked 95

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	GloCTM: Cross-Lingual Topic Modeling via a Global Context Space. AAAI Nguyen Tien Phat, Ngo Vu Minh, Linh Ngo Van, Nguyen Thi Ngoc Diep, Thien Huu Nguyen
2026	J	`jnl`	GloCTM: Cross-Lingual Topic Modeling via a Global Context Space. CoRR Nguyen Tien Phat, Ngo Vu Minh, Linh Van Ngo, Nguyen Thi Ngoc Diep, Thien Huu Nguyen
2026	J	`jnl`	InfinityStory: Unlimited Video Generation with World Consistency and Character-Aware Shot Transitions. CoRR Mohamed Elmoghany, Liangbing Zhao, Xiaoqian Shen, Subhojyoti Mukherjee, Yang Zhou, Gang Wu, Viet Dac Lai, Seunghyun Yoon, Ryan Rossi, Abdullah Rashwan, Puneet Mathur, Varun Manjunatha, Daksh Dangi, Chien Nguyen, Nedim Lipka, Trung Bui, Krishna Kumar Singh, Ruiyi Zhang, Xiaolei Huang, Jaemin Cho, Yu Wang, Namyong Park, Zhengzhong Tu, Hongjie Chen, Hoda Eldardiry, Nesreen K. Ahmed, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025	—	`conf`	A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. ICCVW Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Nguyen, Daksh Dangi, Abel Salinas, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025	J	`jnl`	A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. CoRR Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Van Nguyen, Daksh Dangi, Abel Salinas, Mohammad Reza Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Jaemin Cho, Anh Totti Nguyen, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025	Misc	`conf`	A Survey on Small Language Models. RANLP Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2025	A*	`conf`	Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective. AAAI Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen
2025	—	`conf`	BBN-U.Oregon's ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection. COLING Workshops Hemanth Kandula, Chak-Fai Li, Haoling Qiu, Damianos G. Karakos, Hieu Man, Thien Huu Nguyen, Brian Ulicny
2025	J	`jnl`	CoT2Align: Cross-Chain of Thought Distillation via Optimal Transport Alignment for Language Models with Different Tokenizers. CoRR Anh Duc Le, Tu Vu, Nam Le Hai, Nguyen Thi Ngoc Diep, Linh Ngo Van, Trung Le, Thien Huu Nguyen
2025	A*	`conf`	EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments. EMNLP Minh-Phuc Truong, Hai An Vu, Tu Vu, Nguyen Thi Ngoc Diep, Linh Van Ngo, Thien Huu Nguyen, Trung Le
2025	—	`conf`	Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction. NAACL (Long Papers) Anh Duc Le, Nam Le Hai, Thanh Xuan Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen
2025	A*	`conf`	Few-Shot, No Problem: Descriptive Continual Relation Extraction. AAAI Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2025	J	`jnl`	Few-Shot, No Problem: Descriptive Continual Relation Extraction. CoRR Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2025	J	`jnl`	Few-shot Continual Relation Extraction via Open Information Extraction. CoRR Thiem Nguyen, Anh Nguyen, Quyen Tran, Tu Vu, Diep Nguyen, Linh Ngo Van, Thien Huu Nguyen
2025	—	`conf`	From Selection to Generation: A Survey of LLM-based Active Learning. ACL (1) Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025	J	`jnl`	From Selection to Generation: A Survey of LLM-based Active Learning. CoRR Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025	—	`conf`	GUI Agents: A Survey. ACL (Findings) Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2025	—	`conf`	GloCOM: A Short Text Neural Topic Model via Global Clustering Context. NAACL (Long Papers) Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025	—	`conf`	HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning. ACL (Findings) Hoang Tran Vuong, Tue Le, Tu Vu, Tung Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025	—	`conf`	Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains. NAACL (Short Papers) Toan Ngoc Nguyen, Nam Le Hai, Nguyen Doan Hieu, Dai An Nguyen, Linh Ngo Van, Thien Huu Nguyen, Sang Dinh
2025	J	`jnl`	LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models. CoRR Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025	A*	`conf`	LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models. SIGIR Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025	J	`jnl`	Lizard: An Efficient Linearization Framework for Large Language Models. CoRR Chien Van Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Dac Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen
2025	—	`conf`	MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG. EMNLP (Findings) Nguyen Manh Hieu, Vu Lam Anh, Hung Pham Van, Nam Le Hai, Ngo Van Linh, Nguyen Thi Ngoc Diep, Thien Huu Nguyen
2025	—	`conf`	Massively Multilingual Instruction-Following Information Extraction. ACL (Findings) Thang Le, Huy Huu Nguyen, Anh Tuan Luu, Thien Huu Nguyen
2025	—	`conf`	Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction. ACL (1) Thanh Duc Pham, Nam Le Hai, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen
2025	—	`conf`	Multi-Surrogate-Objective Optimization for Neural Topic Models. EMNLP (Findings) Tue Le, Hoang Tran Vuong, Tung Nguyen, Linh Ngo Van, Dinh Viet Sang, Trung Le, Thien Huu Nguyen
2025	—	`conf`	Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction. NAACL (Long Papers) Nguyen Hoang Anh, Quyen Tran, Thanh Xuan Nguyen, Nguyen Thi Ngoc Diep, Linh Ngo Van, Thien Huu Nguyen, Trung Le
2025	—	`conf`	Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations. NAACL (Long Papers) Tung Nguyen, Tue Le, Hoang Tran Vuong, Quang Duc Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025	—	`conf`	ToVo: Toxicity Taxonomy via Voting. NAACL (Findings) Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan, Linh Ngo Van, Thien Huu Nguyen, Nguyen Thi Ngoc Diep
2025	—	`conf`	Topic Modeling for Short Texts via Optimal Transport-Based Clustering. ACL (Findings) Tu Vu, Manh Do, Tung Nguyen, Ngo Van Linh, Sang Dinh, Thien Huu Nguyen
2025	J	`jnl`	mSCoRe: a CoRR Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024	J	`jnl`	A Survey of Small Language Models. CoRR Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Franck Dernoncourt, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Mike Rimer, Zhehao Zhang, Huanrui Yang, Ryan A. Rossi, Thien Huu Nguyen
2024	J	`jnl`	Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective. CoRR Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen
2024	—	`conf`	BKEE: Pioneering Event Extraction in the Vietnamese Language. LREC/COLING Thi-Nhung Nguyen, Tien-Bang Tran, Trong-Nghia Luu, Thien Huu Nguyen, Kiem-Hieu Nguyen
2024	—	`conf`	CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis. LREC/COLING Viet Dac Lai, Duy Ngoc Pham, Jonathan Steinberg, Jamie Mikeska, Thien Huu Nguyen
2024	J	`jnl`	Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering. CoRR Nghia Trung Ngo, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2024	A*	`conf`	Continual Relation Extraction via Sequential Multi-Task Learning. AAAI Thanh-Thien Le, Manh Nguyen, Tung Thanh Nguyen, Ngo Van Linh, Thien Huu Nguyen
2024	J	`jnl`	Continual variational dropout: a view of auxiliary local variables in continual learning. Mach. Learn. Nam Le Hai, Trang Nguyen, Ngo Van Linh, Thien Huu Nguyen, Khoat Than
2024	A*	`conf`	Counterfactual Augmentation for Robust Authorship Representation Learning. SIGIR Hieu Man, Thien Huu Nguyen
2024	—	`conf`	CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. LREC/COLING Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2024	J	`jnl`	GUI Agents: A Survey. CoRR Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2024	J	`jnl`	GloCOM: A Short Text Neural Topic Model via Global Clustering Context. CoRR Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2024	—	`conf`	Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports. LREC/COLING Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
2024	J	`jnl`	Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective. CoRR Van-Cuong Pham, Thien Huu Nguyen
2024	A	`conf`	Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. INTERSPEECH Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
2024	J	`jnl`	Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. CoRR Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
2024	J	`jnl`	Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning. CoRR Quyen Tran, Minh Le, Tuan Truong, Dinh Phung, Linh Ngo Van, Thien Huu Nguyen, Nhat Ho, Trung Le
2024	A*	`conf`	Lifelong Event Detection via Optimal Transport. EMNLP Viet Dao, Van-Cuong Pham, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2024	J	`jnl`	Lifelong Event Detection via Optimal Transport. CoRR Viet Dao, Van-Cuong Pham, Quyen Tran, Thanh-Thien Le, Ngo Van Linh, Thien Huu Nguyen
2024	—	`conf`	MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. NAACL-HLT (Findings) Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2024	A*	`conf`	Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. AAAI Hieu Man, Franck Dernoncourt, Thien Huu Nguyen
2024	—	`conf`	NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization. EMNLP (Findings) Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen
2024	J	`jnl`	NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization. CoRR Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen
2024	A*	`conf`	Preserving Generalization of Language models in Few-shot Continual Relation Extraction. EMNLP Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Van Ngo, Thien Huu Nguyen
2024	J	`jnl`	Preserving Generalization of Language models in Few-shot Continual Relation Extraction. CoRR Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Ngo Van, Thien Huu Nguyen
2024	—	`ed.`	Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), Remote, February 14, 2023. SDU@AAAI Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Viet Dac Lai
2024	—	`conf`	Realistic Evaluation of Toxicity in Large Language Models. ACL (Findings) Tinh Son Luong, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2024	J	`jnl`	Realistic Evaluation of Toxicity in Large Language Models. CoRR Tinh Son Luong, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2024	J	`jnl`	Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey. ACM Comput. Surv. Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heintz, Dan Roth
2024	—	`conf`	SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning. NAACL-HLT Thanh-Thien Le, Viet Dao, Linh Nguyen, Thi-Nhung Nguyen, Linh Ngo Van, Thien Huu Nguyen
2024	J	`jnl`	Taipan: Efficient and Expressive State Space Language Models with Selective Attention. CoRR Chien Van Nguyen, Huy Huu Nguyen, Thang M. Pham, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Ryan A. Rossi, Trung Bui, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2024	J	`jnl`	ToVo: Toxicity Taxonomy via Voting. CoRR Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan, Linh Ngo Van, Thien Huu Nguyen, Nguyen Thi Ngoc Diep
2024	—	`conf`	ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning. EMNLP (System Demonstrations) Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024	J	`jnl`	ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning. CoRR Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024	J	`jnl`	Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training. CoRR Nghia Trung Ngo, Thien Huu Nguyen
2023	—	`conf`	A Spectral Viewpoint on Continual Relation Extraction. EMNLP (Findings) Huy Nguyen, Chien Nguyen, Linh Ngo Van, Anh Tuan Luu, Thien Huu Nguyen
2023	—	`conf`	A Vietnamese Spelling Correction System. IUI Companion 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
2023	A	`conf`	Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. INTERSPEECH Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
2023	J	`jnl`	Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. CoRR Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
2023	—	`conf`	ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. EMNLP (Findings) Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
2023	J	`jnl`	ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. CoRR Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
2023	—	`conf`	Contextualized Soft Prompts for Extraction of Event Arguments. ACL (Findings) Chien Van Nguyen, Hieu Man, Thien Huu Nguyen
2023	J	`jnl`	CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. CoRR Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023	—	`conf`	Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. ACL (Findings) Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
2023	—	`conf`	Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. ACL (1) Luis Guzman-Nateras, Franck Dernoncourt, Thien Huu Nguyen
2023	—	`conf`	Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. EMNLP (Demos) Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023	J	`jnl`	Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. CoRR Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023	J	`jnl`	PhoGPT: Generative Pre-training for Vietnamese. CoRR Dat Quoc Nguyen, Linh The Nguyen, Chi Tran, Dung Ngoc Nguyen, Nhung Nguyen, Thien Huu Nguyen, Dinh Q. Phung, Hung Hai Bui
2023	A	`conf`	Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection. INTERSPEECH Minh Van Nguyen, Kishan KC, Toàn Quoc Nguyên, Thien Huu Nguyen, Ankit Chadha, Thuy Vu
2023	J	`jnl`	Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection. CoRR Minh Van Nguyen, Kishan KC, Toàn Quoc Nguyên, Thien Huu Nguyen, Ankit Chadha, Thuy Vu
2023	—	`conf`	Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection. ACL (Findings) Chien Nguyen, Linh Ngo Van, Thien Huu Nguyen
2023	—	`conf`	Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. EMNLP (Findings) Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022	—	`conf`	Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. SDU@AAAI Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen
2022	B	`conf`	BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. LREC Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022	—	`conf`	BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. NAACL-HLT (Findings) Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022	B	`conf`	BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. LREC Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2022	—	`conf`	ClinicalT5: A Generative Language Model for Clinical Text. EMNLP (Findings) Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
2022	—	`conf`	Document-Level Event Argument Extraction via Optimal Transport. ACL (Findings) Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
2022	—	`conf`	Event Causality Identification via Generation of Important Context Words. *SEM@NAACL-HLT Hieu Man, Minh Nguyen, Thien Huu Nguyen
2022	—	`conf`	Event Detection for Suicide Understanding. NAACL-HLT (Findings) Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022	B	`conf`	Event Extraction in Video Transcripts. COLING Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction. CoRR Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
2022	J	`jnl`	Improving Keyphrase Extraction with Data Augmentation and Information Filtering. CoRR Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen
2022	—	`conf`	Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. NAACL-HLT Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
2022	B	`conf`	Keyphrase Prediction from Video Transcripts: New Dataset and Directions. COLING Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen
2022	A*	`conf`	Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. EMNLP Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
2022	B	`conf`	MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. COLING Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. CoRR Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
2022	B	`conf`	MECI: A Multilingual Dataset for Event Causality Identification. COLING Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022	A*	`conf`	MEE: A Novel Multilingual Event Extraction Dataset. EMNLP Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	MEE: A Novel Multilingual Event Extraction Dataset. CoRR Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
2022	—	`conf`	MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. NAACL-HLT Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. CoRR Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022	—	`conf`	Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. EMNLP (Findings) Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. CoRR Qiuhao Lu, Thien Huu Nguyen, Dejing Dou
2022	—	`ed.`	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. SDU@AAAI Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Viet Dac Lai
2022	J	`jnl`	Punctuation Restoration. CoRR Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022	A*	`conf`	Selecting Optimal Context Sentences for Event-Event Relation Extraction. AAAI Hieu Man, Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
2022	—	`conf`	SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions. SemEval@NAACL Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	Symlink: A New Dataset for Scientific Symbol-Description Linking. CoRR Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	Textual Data Augmentation for Patient Outcomes Prediction. CoRR Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
2022	—	`conf`	Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. ACL (Findings) Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen
2022	J	`jnl`	Tutorial Recommendation for Livestream Videos using Discourse-Level Consistency and Ontology-Based Filtering. CoRR Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022	—	`conf`	Unsupervised Domain Adaptation for Joint Information Extraction. EMNLP (Findings) Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
2022	B	`conf`	Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning. COLING Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
2022	—	`conf`	Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport. *SEM@NAACL-HLT Amir Pouran Ben Veyseh, Thien Huu Nguyen
2021	—	`conf`	Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. SDU@AAAI Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
2021	—	`conf`	Augmenting Open-Domain Event Detection with Synthetic Data from GPT-2. ECML/PKDD (3) Amir Pouran Ben Veyseh, Minh Van Nguyen, Bonan Min, Thien Huu Nguyen
2021	—	`conf`	Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks. NAACL-HLT Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen
2021	J	`jnl`	Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks. CoRR Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen
2021	—	`conf`	Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments. EMNLP (1) Minh Van Nguyen, Tuan Ngo Nguyen, Bonan Min, Thien Huu Nguyen
2021	—	`conf`	DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction. SemEval@ACL/IJCNLP Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2021	A*	`conf`	Dictionary-Guided Scene Text Recognition. CVPR Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai
2021	—	`conf`	Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks. W-NUT Duong Le, Thien Huu Nguyen
2021	—	`conf`	Event Extraction from Historical Texts: A New Dataset for Black Rebellions. ACL/IJCNLP (Findings) Viet Dac Lai, Minh Van Nguyen, Heidi Kaufman, Thien Huu Nguyen
2021	—	`conf`	Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution. ACL/IJCNLP (1) Hieu Minh Tran, Duy Phung, Thien Huu Nguyen
2021	A	`conf`	Fine-Grained Event Trigger Detection. EACL Duong Le, Thien Huu Nguyen
2021	—	`conf`	Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks. W-NUT Minh Tran Phu, Minh Van Nguyen, Thien Huu Nguyen
2021	—	`conf`	Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures. NAACL-HLT Minh Tran Phu, Thien Huu Nguyen
2021	A*	`conf`	Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection. SIGIR Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt
2021	—	`conf`	Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures. WANLP Minh Van Nguyen, Thien Huu Nguyen
2021	—	`conf`	Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. PAKDD (2) Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen
2021	—	`conf`	Learning Prototype Representations Across Few-Shot Tasks for Event Detection. EMNLP (1) Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2021	—	`conf`	MadDog: A Web-based System for Acronym Identification and Disambiguation. EACL (System Demonstrations) Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen
2021	J	`jnl`	MadDog: A Web-based System for Acronym Identification and Disambiguation. CoRR Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen
2021	—	`conf`	Modeling Document-Level Context for Event Detection via Important Context Selection. EMNLP (1) Amir Pouran Ben Veyseh, Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
2021	—	`conf`	Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models. EMNLP (Findings) Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
2021	A*	`conf`	Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. SIGIR Qiuhao Lu, Thien Huu Nguyen, Dejing Dou
2021	—	`ed.`	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. SDU@AAAI Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
2021	J	`jnl`	Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey. CoRR Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heintz, Dan Roth
2021	—	`conf`	Textual Data Augmentation for Patient Outcomes Prediction. BIBM Qiuhao Lu, Dejing Dou, Thien Huu Nguyen
2021	—	`conf`	Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. EACL (System Demonstrations) Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen
2021	J	`jnl`	Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. CoRR Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen
2021	—	`conf`	Unleash GPT-2 Power for Event Detection. ACL/IJCNLP (1) Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2021	—	`conf`	Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters. ACL/IJCNLP (Findings) Nghia Trung Ngo, Duy Phung, Thien Huu Nguyen
2020	A*	`conf`	A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. AAAI Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020	J	`jnl`	Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. CoRR Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
2020	J	`jnl`	Bag of biterms modeling for short texts. CoRR Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh, Khoat Than
2020	J	`jnl`	Bag of biterms modeling for short texts. Knowl. Inf. Syst. Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh, Khoat Than
2020	—	`conf`	Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks. EMNLP (1) Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen
2020	J	`jnl`	Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks. CoRR Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen
2020	B	`conf`	Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. COLING Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li
2020	—	`conf`	Exploiting the Matching Information in the Support Set for Few Shot Event Classification. PAKDD (2) Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2020	J	`jnl`	Exploiting the Matching Information in the Support Set for Few Shot Event Classification. CoRR Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2020	A*	`conf`	Exploiting the Syntax-Model Consistency for Neural Relation Extraction. ACL Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020	—	`conf`	Extensively Matching for Few-shot Learning Event Detection. NUSE@ACL Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt
2020	J	`jnl`	Extensively Matching for Few-shot Learning Event Detection. CoRR Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2020	—	`conf`	Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. EMNLP (Findings) Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen
2020	J	`jnl`	Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. CoRR Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen
2020	—	`conf`	Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. EMNLP (Findings) Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen
2020	J	`jnl`	Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. CoRR Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen
2020	—	`conf`	Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. EMNLP (1) Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020	J	`jnl`	Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. CoRR Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020	—	`conf`	Introducing a New Dataset for Event Detection in Cybersecurity Texts. EMNLP (1) Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen
2020	—	`conf`	Learning to Select Important Context Words for Event Detection. PAKDD (2) Nghia Trung Ngo, Tuan Ngo Nguyen, Thien Huu Nguyen
2020	A*	`conf`	Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. AAAI Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen
2020	—	`conf`	Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. EMNLP (Findings) Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen
2020	J	`jnl`	Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. CoRR Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen
2020	—	`conf`	The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction. EMNLP (Findings) Hieu Minh Tran, Trung Minh Nguyen, Thien Huu Nguyen
2020	B	`conf`	What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. COLING Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
2020	J	`jnl`	What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. CoRR Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
2019	J	`jnl`	A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. CoRR Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2019	—	`conf`	BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning. ICLR (Poster) Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio
2019	—	`conf`	Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings. ACL (1) Linh The Nguyen, Ngo Van Linh, Khoat Than, Thien Huu Nguyen
2019	—	`conf`	Extending Event Detection to New Types with Learning from Keywords. W-NUT@EMNLP Viet Dac Lai, Thien Huu Nguyen
2019	J	`jnl`	Extending Event Detection to New Types with Learning from Keywords. CoRR Viet Dac Lai, Thien Huu Nguyen
2019	—	`conf`	Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. ACL (1) Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou
2019	J	`jnl`	Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. CoRR Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou
2019	A*	`conf`	Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. IJCAI Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou
2019	J	`jnl`	Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. CoRR Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou
2019	J	`jnl`	Improving Slot Filling by Utilizing Contextual Information. CoRR Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2019	—	`conf`	Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. BCB Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li
2019	—	`conf`	On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. LOUHI@EMNLP Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2019	J	`jnl`	On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. CoRR Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2019	A*	`conf`	One for All: Neural Joint Modeling of Entities and Events. AAAI Trung Minh Nguyen, Thien Huu Nguyen
2019	B	`conf`	Rumor detection in social networks via deep contextual modeling. ASONAM Amir Pouran Ben Veyseh, My T. Thai, Thien Huu Nguyen, Dejing Dou
2019	—	`conf`	Systematic Generalization: What Is Required and Can It Be Learned? ICLR (Poster) Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville
2018	—	`conf`	A Case Study on Learning a Unified Encoder of Relations. NUT@EMNLP Lisheng Fu, Bonan Min, Thien Huu Nguyen, Ralph Grishman
2018	J	`jnl`	A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing. CoRR Minh Nguyen, Toan Nguyen, Thien Huu Nguyen
2018	J	`jnl`	BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop. CoRR Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio
2018	—	`—`	Deep Learning for Information Extraction. Thien Huu Nguyen
2018	A*	`conf`	Graph Convolutional Networks With Argument-Aware Pooling for Event Detection. AAAI Thien Huu Nguyen, Ralph Grishman
2018	J	`jnl`	One for All: Neural Joint Modeling of Entities and Events. CoRR Trung Minh Nguyen, Thien Huu Nguyen
2018	A*	`conf`	Similar but not the Same - Word Sense Disambiguation Improves Event Detection via Neural Representation Matching. EMNLP Weiyi Lu, Thien Huu Nguyen
2018	J	`jnl`	Systematic Generalization: What Is Required and Can It Be Learned? CoRR Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville
2018	B	`conf`	Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. COLING Minh Nguyen, Thien Huu Nguyen
2018	J	`jnl`	Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. CoRR Minh Nguyen, Thien Huu Nguyen
2017	—	`conf`	Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network. IJCNLP(2) Lisheng Fu, Thien Huu Nguyen, Bonan Min, Ralph Grishman
2016	—	`conf`	A Two-stage Approach for Extending Event Detection to New Types via Neural Networks. Rep4NLP@ACL Thien Huu Nguyen, Lisheng Fu, Kyunghyun Cho, Ralph Grishman
2016	—	`conf`	Joint Event Extraction via Recurrent Neural Networks. HLT-NAACL Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman
2016	B	`conf`	Joint Learning of Local and Global Features for Entity Linking via Neural Networks. COLING Thien Huu Nguyen, Nicolas R. Fauceglia, Mariano Rodriguez-Muro, Oktie Hassanzadeh, Alfio Massimiliano Gliozzo, Mohammad Sadoghi
2016	A*	`conf`	Modeling Skip-Grams for Event Detection with Convolutional Neural Networks. EMNLP Thien Huu Nguyen, Ralph Grishman
2016	—	`conf`	New York University 2016 System for KBP Event Nugget: A Deep Learning Approach. TAC Thien Huu Nguyen, Adam Meyers, Ralph Grishman
2016	J	`jnl`	Toward Mention Detection Robustness with Recurrent Neural Networks. CoRR Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian
2015	J	`jnl`	Combining Neural Networks and Log-linear Models to Improve Relation Extraction. CoRR Thien Huu Nguyen, Ralph Grishman
2015	—	`conf`	Event Detection and Domain Adaptation with Convolutional Neural Networks. ACL (2) Thien Huu Nguyen, Ralph Grishman
2015	—	`conf`	Relation Extraction: Perspective from Convolutional Neural Networks. VS@HLT-NAACL Thien Huu Nguyen, Ralph Grishman
2015	—	`conf`	Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction. ACL (1) Thien Huu Nguyen, Barbara Plank, Ralph Grishman
2014	—	`conf`	Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction. ACL (2) Thien Huu Nguyen, Ralph Grishman
2011	—	`conf`	Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text. PAKDD (1) Rathany Chan Sam, Huong Thanh Le, Thuy Thanh Nguyen, Thien Huu Nguyen
2010	—	`conf`	Name entity recognition using inductive logic programming. SoICT Huong Thanh Le, Thien Huu Nguyen