---
title: "Thien Huu Nguyen — all works — Elamur Research"
description: "All 29 works of Thien Huu Nguyen in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/thien-huu-nguyen/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/thien-huu-nguyen/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Thien Huu Nguyen](https://md.research.elamur.ai/free/en/authors/thien-huu-nguyen/) / all works

# Thien Huu Nguyen — all works

29 works · [← Thien Huu Nguyen](https://md.research.elamur.ai/free/en/authors/thien-huu-nguyen/)

1. **[Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/min-2021-recent-advances-natural-language-processing/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Bonan Min, Hayley Ross, Elior Sulem, et al.*2021 · 1,556 citations*
2. **[Joint Event Extraction via Recurrent Neural Networks](https://md.research.elamur.ai/free/en/papers/nguyen-2016-joint-event-extraction-recurrent-neural/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman*2016 · 882 citations*
3. **[Relation Extraction: Perspective from Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/nguyen-2015-relation-extraction-perspective-convolutional-neural/) [Workshop on Vector Space Modeling for Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/)**Thien Huu Nguyen, Ralph Grishman*2015 · 592 citations*
4. **[Event Detection and Domain Adaptation with Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/nguyen-2015-event-detection-domain-adaptation-convolutional/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Thien Huu Nguyen, Ralph Grishman*2015 · 555 citations*
5. **[ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning](https://md.research.elamur.ai/free/en/papers/lai-2023-chatgpt-beyond-english-comprehensive-evaluation/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Viet 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 Feedback](https://md.research.elamur.ai/free/en/papers/lai-2023-okapi-instruction-tuned-large-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Viet Lai, Chien Nguyen, Nghia Ngo, et al.*2023 · 195 citations*
7. **[One for All: Neural Joint Modeling of Entities and Events ↗](https://doi.org/10.1609/aaai.v33i01.33016851) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Trung Minh Nguyen, Thien Huu Nguyen*2019 · 183 citations*
8. **[CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages](https://md.research.elamur.ai/free/en/papers/nguyen-2023-culturax-cleaned-enormous-multilingual-dataset/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/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 Processing**Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, et al.*English · 169 citations*](https://md.research.elamur.ai/free/en/papers/nguyen-2021-trankit-light-weight-transformer-based/)
10. **[Modeling Skip-Grams for Event Detection with Convolutional Neural Networks ↗](https://aclanthology.org/D16-1085/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Thien Huu Nguyen, Ralph Grishman*2016 · 161 citations*
11. [**BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning arXiv:1810.08272**Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, et al.*2018 · 123 citations*](https://md.research.elamur.ai/free/en/papers/chevalier-boisvert-2018-babyai-platform-study-sample-efficiency/)
12. **[Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks ↗](https://aclanthology.org/2020.emnlp-main.435/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen*2020 · 119 citations*
13. **[Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures ↗](https://aclanthology.org/2021.naacl-main.273/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Minh Tran Phu, Thien Huu Nguyen*2021 · 104 citations*
14. **[Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks ↗](https://aclanthology.org/2021.naacl-main.3/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen*2021 · 103 citations*
15. **[Extensively Matching for Few-shot Learning Event Detection ↗](https://aclanthology.org/2020.nuse-1.5/) Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events · no summary yet**Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt*2020 · 85 citations*
16. **[ClinicalT5: A Generative Language Model for Clinical Text ↗](https://aclanthology.org/2022.findings-emnlp.398/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Qiuhao Lu, Dejing Dou, Thien Nguyen*2022 · 80 citations*
17. [**Systematic Generalization: What Is Required and Can It Be Learned? arXiv:1811.12889**Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, et al.*2018 · 73 citations*](https://md.research.elamur.ai/free/en/papers/bahdanau-2018-systematic-generalization-required-learned/)
18. [**Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures**Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou*English · 69 citations*](https://md.research.elamur.ai/free/en/papers/veyseh-2019-graph-based-neural-networks-event/)
19. **[Improving Event Detection with Abstract Meaning Representation ↗](https://aclanthology.org/W15-4502/) Proceedings of the First Workshop on Computing News Storylines · no summary yet**Xiang Li et al.*2015 · 65 citations*
20. **[A Two-stage Approach for Extending Event Detection to New Types via Neural Networks ↗](https://aclanthology.org/W16-1618/) Proceedings of the 1st Workshop on Representation Learning for NLP · no summary yet**Thien Huu Nguyen et al.*2016 · 63 citations*
21. **[Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings](https://md.research.elamur.ai/free/en/papers/nguyen-2019-employing-correspondence-relations-connectives-identify/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Linh The Nguyen, Linh Van Ngo, Khoat Than, et al.*2019 · 52 citations*
22. **[Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution](https://md.research.elamur.ai/free/en/papers/tran-2021-exploiting-document-structures-cluster-consistencies/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hieu Minh Tran, Duy Phung, Thien Huu Nguyen*2021 · 36 citations*
23. **[Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains ↗](https://aclanthology.org/2025.naacl-short.12/) 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 yet**Toan Ngoc Nguyen et al.*2025 · 14 citations*
24. **[EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments](https://md.research.elamur.ai/free/en/papers/truong-2025-emo-embedding-model-distillation-intra/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Networks](https://md.research.elamur.ai/free/en/papers/le-2021-does-it-happen-multi-hop/) [Workshop on Noisy User-generated Text](https://md.research.elamur.ai/free/en/venues/wnut/)**Duong Le, Thien Huu Nguyen*2021 · 4 citations*
26. **[CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data](https://md.research.elamur.ai/free/en/papers/zhang-2026-cyphersmith-transforming-text-cypher-generation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zeyu Zhang, Kexuan Sun, Zheng Tang, et al.*2026*
27. **[Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI](https://md.research.elamur.ai/free/en/papers/man-2026-explainable-disentangled-representation-learning-generalizable/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, et al.*2026*
28. **[mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning](https://md.research.elamur.ai/free/en/papers/ngo-2026-mscore-multilingual-scalable-benchmark-skill/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen*2026*
29. **[Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models](https://md.research.elamur.ai/free/en/papers/nguyen-2026-octopus-gated-selective-attention-memory/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, et al.*2026*