Thien Huu Nguyen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
126
Venues
17
Active years
2011–2026
Best venue rank
A*
Where they publish
Papers
126 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | GloCTM: Cross-Lingual Topic Modeling via a Global Context Space. | Nguyen Tien Phat, Ngo Vu Minh, Linh Ngo Van, Nguyen Thi Ngoc Diep, Thien Huu Nguyen |
| 2026 | ACL | TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation. | Quoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi, Linh Ngo Van, Nguyen Thi Ngoc Diep, Thien Huu Nguyen, Trung Le |
| 2026 | ACL | Towards Fast and Accurate Modeling for Cross-Lingual Label Projection. | Thang Le, Huy Huu Nguyen, Anh Tuan Luu, Thamar Solorio, Thien Huu Nguyen |
| 2026 | ACL | Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI. | Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen |
| 2026 | ACL | Lizard: An Efficient Linearization Framework for Large Language Models. | Chien Van Nguyen, Huy Huu 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 |
| 2026 | ACL | Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models. | Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen |
| 2026 | ACL | CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data. | Zeyu Zhang, Kexuan Sun, Zheng Tang, Jens-S. Vckler, Thien Huu Nguyen, Thuy Vu |
| 2026 | LREC | mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning. | Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen |
| 2025 | AAAI | Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective. | Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen |
| 2025 | AAAI | Few-Shot, No Problem: Descriptive Continual Relation Extraction. | Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen |
| 2025 | ACL | Massively Multilingual Instruction-Following Information Extraction. | Thang Le, Huy Huu Nguyen, Anh Tuan Luu, Thien Huu Nguyen |
| 2025 | ACL | GUI Agents: A Survey. | 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 | ACL | Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction. | Thanh Duc Pham, Nam Le Hai, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen |
| 2025 | ACL | Topic Modeling for Short Texts via Optimal Transport-Based Clustering. | Tu Vu, Manh Do, Tung Nguyen, Ngo Van Linh, Sang Dinh, Thien Huu Nguyen |
| 2025 | ACL | HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning. | Hoang Tran Vuong, Tue Le, Tu Vu, Tung Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen |
| 2025 | ACL | From Selection to Generation: A Survey of LLM-based Active Learning. | 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 | COLING | BBN-U.Oregon's ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection. | Hemanth Kandula, Chak-Fai Li, Haoling Qiu, Damianos Karakos, Hieu Man, Thien Huu Nguyen, Brian Ulicny |
| 2025 | EMNLP | MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG. | Nguyen Manh Hieu, Vu Lam Anh, Hung Pham Van, Nam Le Hai, Ngo Van Linh, Nguyen Thi Ngoc Diep, Thien Huu Nguyen |
| 2025 | EMNLP | Multi-Surrogate-Objective Optimization for Neural Topic Models. | Tue Le, Hoang Tran Vuong, Tung Nguyen, Linh Ngo Van, Dinh Viet Sang, Trung Le, Thien Huu Nguyen |
| 2025 | EMNLP | EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments. | Minh-Phuc Truong, Hai An Vu, Tu Vu, Nguyen Thi Ngoc Diep, Linh Van Ngo, Thien Huu Nguyen, Trung Le |
| 2025 | ICCV | A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. | 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 | NAACL | Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction. | Nguyen Hoang Anh, Quyen Tran, Thanh Xuan Nguyen, Nguyen Thi Ngoc Diep, Linh Ngo Van, Thien Huu Nguyen, Trung Le |
| 2025 | NAACL | Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction. | Anh Duc Le, Nam Le Hai, Thanh Xuan Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen |
| 2025 | NAACL | ToVo: Toxicity Taxonomy via Voting. | Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan, Linh Ngo Van, Thien Huu Nguyen, Nguyen Thi Ngoc Diep |
| 2025 | NAACL | Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains. | Toan Ngoc Nguyen, Nam Le Hai, Nguyen Doan Hieu, Dai An Nguyen, Linh Ngo Van, Thien Huu Nguyen, Sang Dinh |
| 2025 | NAACL | Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations. | Tung Nguyen, Tue Le, Hoang Tran Vuong, Quang Duc Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen |
| 2025 | NAACL | GloCOM: A Short Text Neural Topic Model via Global Clustering Context. | Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen |
| 2025 | RANLP | A Survey on Small Language Models. | 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 | SIGIR | LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models. | Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | AAAI | Continual Relation Extraction via Sequential Multi-Task Learning. | Thanh-Thien Le, Manh Nguyen, Tung Thanh Nguyen, Ngo Van Linh, Thien Huu Nguyen |
| 2024 | AAAI | Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. | Hieu Man, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | ACL | Realistic Evaluation of Toxicity in Large Language Models. | Tinh Son Luong, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen |
| 2024 | COLING | CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis. | Viet Dac Lai, Duy Ngoc Pham, Jonathan Steinberg, Jamie Mikeska, Thien Huu Nguyen |
| 2024 | COLING | Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports. | Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | COLING | CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. | Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen |
| 2024 | COLING | BKEE: Pioneering Event Extraction in the Vietnamese Language. | Thi-Nhung Nguyen, Tien-Bang Tran, Trong-Nghia Luu, Thien Huu Nguyen, Kiem-Hieu Nguyen |
| 2024 | EMNLP | Lifelong Event Detection via Optimal Transport. | Viet Dao, Van-Cuong Pham, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen |
| 2024 | EMNLP | ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning. | Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | EMNLP | NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization. | Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen |
| 2024 | EMNLP | Preserving Generalization of Language models in Few-shot Continual Relation Extraction. | Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Van Ngo, Thien Huu Nguyen |
| 2024 | Interspeech | Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. | Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen |
| 2024 | NAACL | SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning. | Thanh-Thien Le, Viet Dao, Linh Nguyen, Thi-Nhung Nguyen, Linh Ngo Van, Thien Huu Nguyen |
| 2024 | NAACL | MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. | Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | SIGIR | Counterfactual Augmentation for Robust Authorship Representation Learning. | Hieu Man, Thien Huu Nguyen |
| 2023 | ACL | Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. | Luis Guzman-Nateras, Franck Dernoncourt, Thien Huu Nguyen |
| 2023 | ACL | Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection. | Chien Nguyen, Linh Ngo Van, Thien Huu Nguyen |
| 2023 | ACL | Contextualized Soft Prompts for Extraction of Event Arguments. | Chien Van Nguyen, Hieu Man, Thien Huu Nguyen |
| 2023 | ACL | Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen |
| 2023 | EMNLP | Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. | Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen |
| 2023 | EMNLP | ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. | Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen |
| 2023 | EMNLP | A Spectral Viewpoint on Continual Relation Extraction. | Huy Nguyen, Chien Nguyen, Linh Ngo Van, Anh Tuan Luu, Thien Huu Nguyen |
| 2023 | EMNLP | Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. | Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2023 | Interspeech | Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. | Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen |
| 2023 | Interspeech | Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection. | Minh Van Nguyen, Kishan KC, Ton Quoc Nguyn, Thien Huu Nguyen, Ankit Chadha, Thuy Vu |
| 2023 | IUI | A Vietnamese Spelling Correction System. | 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 |
| 2022 | AAAI | Selecting Optimal Context Sentences for Event-Event Relation Extraction. | Hieu Man, Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen |
| 2022 | AAAI | Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. | Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | ACL | Document-Level Event Argument Extraction via Optimal Transport. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen |
| 2022 | ACL | Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. | Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | MECI: A Multilingual Dataset for Event Causality Identification. | Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning. | Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen |
| 2022 | COLING | Event Extraction in Video Transcripts. | Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. | Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | Keyphrase Prediction from Video Transcripts: New Dataset and Directions. | 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 | EMNLP | Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. | Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | EMNLP | ClinicalT5: A Generative Language Model for Clinical Text. | Qiuhao Lu, Dejing Dou, Thien Huu Nguyen |
| 2022 | EMNLP | Unsupervised Domain Adaptation for Joint Information Extraction. | Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen |
| 2022 | EMNLP | Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. | Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | EMNLP | MEE: A Novel Multilingual Event Extraction Dataset. | Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | LREC | BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. | Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | LREC | BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. | Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | Event Detection for Suicide Understanding. | Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. | Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. | Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2021 | AAAI | Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi |
| 2021 | ACL | Event Extraction from Historical Texts: A New Dataset for Black Rebellions. | Viet Dac Lai, Minh Van Nguyen, Heidi Kaufman, Thien Huu Nguyen |
| 2021 | ACL | Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters. | Nghia Trung Ngo, Duy Phung, Thien Huu Nguyen |
| 2021 | ACL | Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution. | Hieu Minh Tran, Duy Phung, Thien Huu Nguyen |
| 2021 | ACL | Unleash GPT-2 Power for Event Detection. | Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2021 | CVPR | Dictionary-Guided Scene Text Recognition. | Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai |
| 2021 | EACL | Fine-Grained Event Trigger Detection. | Duong Le, Thien Huu Nguyen |
| 2021 | EACL | Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. | Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen |
| 2021 | EACL | MadDog: A Web-based System for Acronym Identification and Disambiguation. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen |
| 2021 | EMNLP | Learning Prototype Representations Across Few-Shot Tasks for Event Detection. | Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2021 | EMNLP | Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models. | Qiuhao Lu, Dejing Dou, Thien Huu Nguyen |
| 2021 | EMNLP | Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments. | Minh Van Nguyen, Tuan Ngo Nguyen, Bonan Min, Thien Huu Nguyen |
| 2021 | EMNLP | Modeling Document-Level Context for Event Detection via Important Context Selection. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen |
| 2021 | NAACL | Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks. | Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen |
| 2021 | NAACL | Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures. | Minh Tran Phu, Thien Huu Nguyen |
| 2021 | PAKDD | Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen |
| 2021 | SIGIR | Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection. | Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt |
| 2021 | SIGIR | Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. | Qiuhao Lu, Thien Huu Nguyen, Dejing Dou |
| 2020 | AAAI | A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen |
| 2020 | AAAI | Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. | Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen |
| 2020 | ACL | Extensively Matching for Few-shot Learning Event Detection. | Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt |
| 2020 | ACL | Exploiting the Syntax-Model Consistency for Neural Relation Extraction. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen |
| 2020 | COLING | Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. | Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li |
| 2020 | COLING | What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen |
| 2020 | EMNLP | Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks. | Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen |
| 2020 | EMNLP | Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. | Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen |
| 2020 | EMNLP | The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction. | Hieu Minh Tran, Trung Minh Nguyen, Thien Huu Nguyen |
| 2020 | EMNLP | Introducing a New Dataset for Event Detection in Cybersecurity Texts. | Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen |
| 2020 | EMNLP | Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. | Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen |
| 2020 | EMNLP | Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. | Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen |
| 2020 | EMNLP | Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. | Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen |
| 2020 | PAKDD | Exploiting the Matching Information in the Support Set for Few Shot Event Classification. | Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2020 | PAKDD | Learning to Select Important Context Words for Event Detection. | Nghia Trung Ngo, Tuan Ngo Nguyen, Thien Huu Nguyen |
| 2019 | AAAI | One for All: Neural Joint Modeling of Entities and Events. | Trung Minh Nguyen, Thien Huu Nguyen |
| 2019 | ACL | Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings. | Linh The Nguyen, Ngo Van Linh, Khoat Than, Thien Huu Nguyen |
| 2019 | ACL | Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. | Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou |
| 2019 | ICLR | Systematic Generalization: What Is Required and Can It Be Learned? | Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville |
| 2019 | ICLR | BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning. | Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio |
| 2019 | IJCAI | Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. | Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou |
| 2018 | AAAI | Graph Convolutional Networks With Argument-Aware Pooling for Event Detection. | Thien Huu Nguyen, Ralph Grishman |
| 2018 | COLING | Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. | Minh Nguyen, Thien Huu Nguyen |
| 2018 | EMNLP | Similar but not the Same - Word Sense Disambiguation Improves Event Detection via Neural Representation Matching. | Weiyi Lu, Thien Huu Nguyen |
| 2017 | IJCNLP | Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network. | Lisheng Fu, Thien Huu Nguyen, Bonan Min, Ralph Grishman |
| 2016 | COLING | Joint Learning of Local and Global Features for Entity Linking via Neural Networks. | Thien Huu Nguyen, Nicolas R. Fauceglia, Mariano Rodriguez-Muro, Oktie Hassanzadeh, Alfio Massimiliano Gliozzo, Mohammad Sadoghi |
| 2016 | EMNLP | Modeling Skip-Grams for Event Detection with Convolutional Neural Networks. | Thien Huu Nguyen, Ralph Grishman |
| 2016 | NAACL | Joint Event Extraction via Recurrent Neural Networks. | Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman |
| 2015 | ACL | Event Detection and Domain Adaptation with Convolutional Neural Networks. | Thien Huu Nguyen, Ralph Grishman |
| 2015 | ACL | Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction. | Thien Huu Nguyen, Barbara Plank, Ralph Grishman |
| 2015 | NAACL | Relation Extraction: Perspective from Convolutional Neural Networks. | Thien Huu Nguyen, Ralph Grishman |
| 2014 | ACL | Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction. | Thien Huu Nguyen, Ralph Grishman |
| 2011 | PAKDD | Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text. | Rathany Chan Sam, Huong Thanh Le, Thuy Thanh Nguyen, Thien Huu Nguyen |