🧑‍🔬 Thien Huu Nguyen — all works

28 works · ← Thien Huu Nguyen

1. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing SurveysBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,556 citations
2. Joint Event Extraction via Recurrent Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman2016 · 882 citations
3. Relation Extraction: Perspective from Convolutional Neural NetworksWorkshop on Vector Space Modeling for Natural Language ProcessingThien Huu Nguyen, Ralph Grishman2015 · 592 citations
4. Event Detection and Domain Adaptation with Convolutional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Thien Huu Nguyen, Ralph Grishman2015 · 555 citations
5. ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningFindings of the Association for Computational LinguisticsViet Dac Lai, Nghia Ngo, Amir Pouran Ben Veyseh, et al.2023 · 422 citations
6. Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP)Viet Lai, Chien Nguyen, Nghia Ngo, et al.2023 · 195 citations
7. One for All: Neural Joint Modeling of Entities and Events ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetTrung Minh Nguyen, Thien Huu Nguyen2019 · 183 citations
8. CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 LanguagesLanguage Resources and Evaluation Conference (LREC)Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, et al.2023 · 181 citations
9. Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language ProcessingMinh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, et al.English · 169 citations
10. Modeling Skip-Grams for Event Detection with Convolutional Neural Networks ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetThien Huu Nguyen, Ralph Grishman2016 · 161 citations
11. BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning ↗arXiv:1810.08272 · no summary yetMaxime Chevalier-Boisvert et al.2018 · 123 citations
12. Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetViet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen2020 · 119 citations
13. Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetMinh Tran Phu, Thien Huu Nguyen2021 · 104 citations
14. Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetMinh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen2021 · 103 citations
15. Extensively Matching for Few-shot Learning Event Detection ↗Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events · no summary yetViet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt2020 · 85 citations
16. ClinicalT5: A Generative Language Model for Clinical Text ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetQiuhao Lu, Dejing Dou, Thien Nguyen2022 · 80 citations
17. Systematic Generalization: What Is Required and Can It Be Learned? ↗arXiv:1811.12889 · no summary yetDzmitry Bahdanau et al.2018 · 73 citations
18. Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic StructuresAmir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing DouEnglish · 69 citations
19. Improving Event Detection with Abstract Meaning Representation ↗Proceedings of the First Workshop on Computing News Storylines · no summary yetXiang Li et al.2015 · 65 citations
20. A Two-stage Approach for Extending Event Detection to New Types via Neural Networks ↗Proceedings of the 1st Workshop on Representation Learning for NLP · no summary yetThien Huu Nguyen et al.2016 · 63 citations
21. Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Linh The Nguyen, Linh Van Ngo, Khoat Than, et al.2019 · 52 citations
22. Exploiting Document Structures and Cluster Consistencies for Event Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Hieu Minh Tran, Duy Phung, Thien Huu Nguyen2021 · 36 citations
23. Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) · no summary yetToan Ngoc Nguyen et al.2025 · 14 citations
24. EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport AlignmentsConference on Empirical Methods in Natural Language Processing (EMNLP)Minh-Phuc Truong, Hai An Vu, Tu Vu, et al.2025 · 10 citations
25. Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer NetworksWorkshop on Noisy User-generated TextDuong Le, Thien Huu Nguyen2021 · 4 citations
26. Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AIAnnual Meeting of the Association for Computational Linguistics (ACL)Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, et al.2026
27. mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense ReasoningLanguage Resources and Evaluation Conference (LREC)Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen2026
28. Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, et al.2026

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