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2020 – today
- 2024
[j3]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): 30:1-30:40 (2024)- [j2]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): 281-323 (2024) - [c104]Thanh-Thien Le, Manh Nguyen, Tung Thanh Nguyen, Ngo Van Linh, Thien Huu Nguyen:
Continual Relation Extraction via Sequential Multi-Task Learning. AAAI 2024: 18444-18452 - [c103]Hieu Man, Franck Dernoncourt, Thien Huu Nguyen:
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. AAAI 2024: 18760-18768 - [c102]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: 2421-2427 - [c101]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: 2673-2682 - [c100]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: 4226-4237 - [c99]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: 8122-8132 - [c98]Amir Pouran Ben Veyseh, Viet Lai, Chien Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. NAACL-HLT (Findings) 2024: 3869-3880 - [c97]Hieu Man, Thien Huu Nguyen:
Counterfactual Augmentation for Robust Authorship Representation Learning. SIGIR 2024: 2347-2351 - [e3]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Viet Dac Lai:
Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), Remote, February 14, 2023. CEUR Workshop Proceedings 3656, CEUR-WS.org 2024 [contents] - [i51]Tinh Son Luong, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen:
Realistic Evaluation of Toxicity in Large Language Models. CoRR abs/2405.10659 (2024) - [i50]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 abs/2406.14835 (2024) - [i49]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 abs/2407.12094 (2024) - [i48]Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen:
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning. CoRR abs/2408.03402 (2024) - [i47]Van-Cuong Pham, Thien Huu Nguyen:
Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective. CoRR abs/2409.10053 (2024) - [i46]Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen:
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization. CoRR abs/2409.19749 (2024) - [i45]Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Ngo Van, Thien Huu Nguyen:
Preserving Generalization of Language models in Few-shot Continual Relation Extraction. CoRR abs/2410.00334 (2024) - 2023
- [c96]Chien Van Nguyen, Hieu Man, Thien Huu Nguyen:
Contextualized Soft Prompts for Extraction of Event Arguments. ACL (Findings) 2023: 4352-4361 - [c95]Luis Guzman-Nateras, Franck Dernoncourt, Thien Huu Nguyen:
Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. ACL (1) 2023: 5414-5427 - [c94]Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen:
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. ACL (Findings) 2023: 11466-11478 - [c93]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. EMNLP (Demos) 2023: 318-327 - [c92]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. EMNLP (Findings) 2023: 13171-13189 - [c91]Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. EMNLP (Findings) 2023: 14085-14093 - [c90]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: 2133-2137 - [c89]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: 3437-3441 - [c88]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: 158-161 - [i44]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 abs/2304.05613 (2023) - [i43]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 abs/2306.02196 (2023) - [i42]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 abs/2307.12949 (2023) - [i41]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 abs/2307.16039 (2023) - [i40]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 abs/2309.09400 (2023) - [i39]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 abs/2311.02945 (2023) - 2022
- [c87]Hieu Man, Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen:
Selecting Optimal Context Sentences for Event-Event Relation Extraction. AAAI 2022: 11058-11066 - [c86]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 - [c85]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: 1630-1637 - [c84]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: 1648-1658 - [c83]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: 2346-2356 - [c82]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: 3309-3314 - [c81]Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen:
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning. COLING 2022: 4741-4752 - [c80]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: 7147-7155 - [c79]Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Event Extraction in Video Transcripts. COLING 2022: 7156-7165 - [c78]Qiuhao Lu, Dejing Dou, Thien Huu Nguyen:
ClinicalT5: A Generative Language Model for Clinical Text. EMNLP (Findings) 2022: 5436-5443 - [c77]Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen:
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. EMNLP (Findings) 2022: 5559-5570 - [c76]Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen:
Unsupervised Domain Adaptation for Joint Information Extraction. EMNLP (Findings) 2022: 5894-5905 - [c75]Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen:
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. EMNLP 2022: 9349-9360 - [c74]Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen:
MEE: A Novel Multilingual Event Extraction Dataset. EMNLP 2022: 9603-9613 - [c73]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. LREC 2022: 7284-7290 - [c72]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: 7321-7327 - [c71]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: 1943-1951 - [c70]Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Event Detection for Suicide Understanding. NAACL-HLT (Findings) 2022: 1952-1961 - [c69]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: 2286-2299 - [c68]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: 4363-4374 - [c67]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: 1671-1678 - [c66]Amir Pouran Ben Veyseh, Thien Huu Nguyen:
Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport. *SEM@NAACL-HLT 2022: 132-138 - [c65]Hieu Man, Minh Nguyen, Thien Huu Nguyen:
Event Causality Identification via Generation of Important Context Words. *SEM@NAACL-HLT 2022: 323-330 - [e2]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Viet Dac Lai:
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 Workshop Proceedings 3164, CEUR-WS.org 2022 [contents] - [i38]Qiuhao Lu, Thien Huu Nguyen, Dejing Dou:
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. CoRR abs/2201.02510 (2022) - [i37]Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen:
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction. CoRR abs/2202.08316 (2022) - [i36]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 abs/2202.09694 (2022) - [i35]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Punctuation Restoration. CoRR abs/2202.09695 (2022) - [i34]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Symlink: A New Dataset for Scientific Symbol-Description Linking. CoRR abs/2204.12070 (2022) - [i33]Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen:
Improving Keyphrase Extraction with Data Augmentation and Information Filtering. CoRR abs/2209.04951 (2022) - [i32]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Tutorial Recommendation for Livestream Videos using Discourse-Level Consistency and Ontology-Based Filtering. CoRR abs/2209.04953 (2022) - [i31]Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen:
MEE: A Novel Multilingual Event Extraction Dataset. CoRR abs/2211.05955 (2022) - [i30]Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. CoRR abs/2211.05958 (2022) - [i29]Qiuhao Lu, Dejing Dou, Thien Huu Nguyen:
Textual Data Augmentation for Patient Outcomes Prediction. CoRR abs/2211.06778 (2022) - 2021
- [c64]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 - [c63]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: 2390-2400 - [c62]Nghia Trung Ngo, Duy Phung, Thien Huu Nguyen:
Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters. ACL/IJCNLP (Findings) 2021: 4015-4025 - [c61]Hieu Minh Tran, Duy Phung, Thien Huu Nguyen:
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution. ACL/IJCNLP (1) 2021: 4840-4850 - [c60]Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Unleash GPT-2 Power for Event Detection. ACL/IJCNLP (1) 2021: 6271-6282 - [c59]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: 35-45 - [c58]Duong Le, Thien Huu Nguyen:
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks. W-NUT 2021: 46-55 - [c57]Qiuhao Lu, Dejing Dou, Thien Huu Nguyen:
Textual Data Augmentation for Patient Outcomes Prediction. BIBM 2021: 2817-2821 - [c56]Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai:
Dictionary-Guided Scene Text Recognition. CVPR 2021: 7383-7392 - [c55]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: 80-90 - [c54]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: 160-167 - [c53]Duong Le, Thien Huu Nguyen:
Fine-Grained Event Trigger Detection. EACL 2021: 2745-2752 - [c52]Qiuhao Lu, Dejing Dou, Thien Huu Nguyen:
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models. EMNLP (Findings) 2021: 3855-3865 - [c51]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Learning Prototype Representations Across Few-Shot Tasks for Event Detection. EMNLP (1) 2021: 5270-5277 - [c50]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: 5403-5413 - [c49]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: 5414-5426 - [c48]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: 27-38 - [c47]Minh Tran Phu, Thien Huu Nguyen:
Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures. NAACL-HLT 2021: 3480-3490 - [c46]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: 703-715 - [c45]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: 644-660 - [c44]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: 397-403 - [c43]Qiuhao Lu, Thien Huu Nguyen, Dejing Dou:
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. SIGIR 2021: 1990-1994 - [c42]Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt:
Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection. SIGIR 2021: 2172-2176 - [c41]Minh Van Nguyen, Thien Huu Nguyen:
Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures. WANLP 2021: 237-243 - [e1]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi:
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 Workshop Proceedings 2831, CEUR-WS.org 2021 [contents] - [i28]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 abs/2101.03289 (2021) - [i27]Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen:
MadDog: A Web-based System for Acronym Identification and Disambiguation. CoRR abs/2101.09893 (2021) - [i26]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 abs/2103.09330 (2021) - [i25]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 abs/2111.01243 (2021) - 2020
- [j1]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): 4055-4090 (2020) - [c40]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: 9098-9105 - [c39]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: 9106-9113 - [c38]Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt:
Extensively Matching for Few-shot Learning Event Detection. NUSE@ACL 2020: 38-45 - [c37]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Exploiting the Syntax-Model Consistency for Neural Relation Extraction. ACL 2020: 8021-8032 - [c36]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: 545-555 - [c35]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: 3285-3301 - [c34]Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen:
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. EMNLP (Findings) 2020: 3651-3661 - [c33]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. EMNLP (Findings) 2020: 4543-4548 - [c32]Hieu Minh Tran, Trung Minh Nguyen, Thien Huu Nguyen:
The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction. EMNLP (Findings) 2020: 4561-4567 - [c31]Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen:
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. EMNLP (Findings) 2020: 4587-4593 - [c30]Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen:
Introducing a New Dataset for Event Detection in Cybersecurity Texts. EMNLP (1) 2020: 5381-5390 - [c29]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: 5405-5411 - [c28]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: 8947-8956 - [c27]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Exploiting the Matching Information in the Support Set for Few Shot Event Classification. PAKDD (2) 2020: 233-245 - [c26]Nghia Trung Ngo, Tuan Ngo Nguyen, Thien Huu Nguyen:
Learning to Select Important Context Words for Event Detection. PAKDD (2) 2020: 756-768 - [i24]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Exploiting the Matching Information in the Support Set for Few Shot Event Classification. CoRR abs/2002.05295 (2020) - [i23]Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh, Khoat Than:
Bag of biterms modeling for short texts. CoRR abs/2003.11948 (2020) - [i22]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Extensively Matching for Few-shot Learning Event Detection. CoRR abs/2006.10093 (2020) - [i21]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 abs/2010.13378 (2020) - [i20]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 abs/2010.13389 (2020) - [i19]Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen:
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. CoRR abs/2010.13391 (2020) - [i18]Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen:
Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks. CoRR abs/2010.14123 (2020) - [i17]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 abs/2010.14678 (2020) - [i16]Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen:
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. CoRR abs/2011.08543 (2020) - [i15]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 abs/2012.11760 (2020)
2010 – 2019
- 2019
- [c25]Trung Minh Nguyen, Thien Huu Nguyen:
One for All: Neural Joint Modeling of Entities and Events. AAAI 2019: 6851-6858 - [c24]Linh The Nguyen, Ngo Van Linh, Khoat Than, Thien Huu Nguyen:
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings. ACL (1) 2019: 4201-4207 - [c23]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. ACL (1) 2019: 4393-4399 - [c22]Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. LOUHI@EMNLP 2019: 18-27 - [c21]Viet Dac Lai, Thien Huu Nguyen:
Extending Event Detection to New Types with Learning from Keywords. W-NUT@EMNLP 2019: 243-248 - [c20]Amir Pouran Ben Veyseh, My T. Thai, Thien Huu Nguyen, Dejing Dou:
Rumor detection in social networks via deep contextual modeling. ASONAM 2019: 113-120 - [c19]Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li:
Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. BCB 2019: 338-346 - [c18]Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville:
Systematic Generalization: What Is Required and Can It Be Learned? ICLR (Poster) 2019 - [c17]Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio:
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning. ICLR (Poster) 2019 - [c16]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. IJCAI 2019: 5153-5159 - [i14]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. CoRR abs/1907.03227 (2019) - [i13]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. CoRR abs/1907.03230 (2019) - [i12]Viet Dac Lai, Thien Huu Nguyen:
Extending Event Detection to New Types with Learning from Keywords. CoRR abs/1910.11368 (2019) - [i11]Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. CoRR abs/1911.01055 (2019) - [i10]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. CoRR abs/1911.01678 (2019) - [i9]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Improving Slot Filling by Utilizing Contextual Information. CoRR abs/1911.01680 (2019) - 2018
- [b1]Thien Huu Nguyen:
Deep Learning for Information Extraction. New York University, USA, 2018 - [c15]Thien Huu Nguyen, Ralph Grishman:
Graph Convolutional Networks With Argument-Aware Pooling for Event Detection. AAAI 2018: 5900-5907 - [c14]Lisheng Fu, Bonan Min, Thien Huu Nguyen, Ralph Grishman:
A Case Study on Learning a Unified Encoder of Relations. NUT@EMNLP 2018: 202-207 - [c13]Minh Nguyen, Thien Huu Nguyen:
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. COLING 2018: 2277-2287 - [c12]Weiyi Lu, Thien Huu Nguyen:
Similar but not the Same - Word Sense Disambiguation Improves Event Detection via Neural Representation Matching. EMNLP 2018: 4822-4828 - [i8]Minh Nguyen, Toan Nguyen, Thien Huu Nguyen:
A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing. CoRR abs/1805.01554 (2018) - [i7]Minh Nguyen, Thien Huu Nguyen:
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. CoRR abs/1807.03409 (2018) - [i6]Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio:
BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop. CoRR abs/1810.08272 (2018) - [i5]Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville:
Systematic Generalization: What Is Required and Can It Be Learned? CoRR abs/1811.12889 (2018) - [i4]Trung Minh Nguyen, Thien Huu Nguyen:
One for All: Neural Joint Modeling of Entities and Events. CoRR abs/1812.00195 (2018) - 2017
- [c11]Lisheng Fu, Thien Huu Nguyen, Bonan Min, Ralph Grishman:
Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network. IJCNLP(2) 2017: 425-429 - 2016
- [c10]Thien Huu Nguyen, Nicolas R. Fauceglia, Mariano Rodriguez-Muro, Oktie Hassanzadeh, Alfio Massimiliano Gliozzo, Mohammad Sadoghi:
Joint Learning of Local and Global Features for Entity Linking via Neural Networks. COLING 2016: 2310-2320 - [c9]Thien Huu Nguyen, Ralph Grishman:
Modeling Skip-Grams for Event Detection with Convolutional Neural Networks. EMNLP 2016: 886-891 - [c8]Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman:
Joint Event Extraction via Recurrent Neural Networks. HLT-NAACL 2016: 300-309 - [c7]Thien Huu Nguyen, Lisheng Fu, Kyunghyun Cho, Ralph Grishman:
A Two-stage Approach for Extending Event Detection to New Types via Neural Networks. Rep4NLP@ACL 2016: 158-165 - [i3]Thien Huu Nguyen, Adam Meyers, Ralph Grishman:
New York University 2016 System for KBP Event Nugget: A Deep Learning Approach. TAC 2016 - [i2]Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian:
Toward Mention Detection Robustness with Recurrent Neural Networks. CoRR abs/1602.07749 (2016) - 2015
- [c6]Thien Huu Nguyen, Ralph Grishman:
Event Detection and Domain Adaptation with Convolutional Neural Networks. ACL (2) 2015: 365-371 - [c5]Thien Huu Nguyen, Barbara Plank, Ralph Grishman:
Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction. ACL (1) 2015: 635-644 - [c4]Thien Huu Nguyen, Ralph Grishman:
Relation Extraction: Perspective from Convolutional Neural Networks. VS@HLT-NAACL 2015: 39-48 - [i1]Thien Huu Nguyen, Ralph Grishman:
Combining Neural Networks and Log-linear Models to Improve Relation Extraction. CoRR abs/1511.05926 (2015) - 2014
- [c3]Thien Huu Nguyen, Ralph Grishman:
Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction. ACL (2) 2014: 68-74 - 2011
- [c2]Rathany Chan Sam, Huong Thanh Le, Thuy Thanh Nguyen, Thien Huu Nguyen:
Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text. PAKDD (1) 2011: 512-524 - 2010
- [c1]Huong Thanh Le, Thien Huu Nguyen:
Name entity recognition using inductive logic programming. SoICT 2010: 71-77
Coauthor Index
[c103] [c100] [c99] [c98] [e3] [i49] [i48] [c95] [c94] [c93] [c92] [c91] [c90] [i44] [i42] [i41] [i40] [c86] [c85] [c84] [c83] [c82] [c80] [c79] [c77] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [e2] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [c64] [c60] [c54] [c51] [c46] [c44] [c42] [e1] [i27] [c40] [c39] [c38] [c37] [c35] [c33] [c28] [c27] [i24] [i22] [i21] [i20] [i17] [i15] [c22] [i11] [i10] [i9]
[j3] [c98] [e3] [c94] [c92] [i44] [c86] [c85] [c84] [c83] [c82] [c80] [c79] [c74] [c73] [c72] [c71] [c70] [c69] [c67] [c66] [e2] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [c64] [c60] [c55] [c54] [c50] [c46] [c45] [c44] [e1] [i28] [i27] [i25] [c40] [c39] [c37] [c35] [c34] [c33] [c30] [c28] [i21] [i20] [i19] [i17] [i15] [c23] [c20] [c16] [i14] [i13] [i10] [i9]
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