Minh Nguyen

According to our database, Minh Nguyen authored at least 19 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

CoRR, 2024

2023

Efficient Fine-Tuning Large Language Models for Knowledge-Aware Response Planning.

Minh Nguyen, Kishan K. C., Toan Nguyen, Ankit Chadha, Thuy Vu

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection.

Minh Van Nguyen, Kishan KC, Toan Nguyen, Thien Huu Nguyen, Ankit Chadha, Thuy Vu

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction.

Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen

CoRR, 2022

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection.

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

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

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Cross-Lingual Event Detection via Optimized Adversarial Training.

Luis Guzman-Nateras, Minh Van Nguyen, Thien Nguyen

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations.

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MECI: A Multilingual Dataset for Event Causality Identification.

Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Document-Level Event Argument Extraction via Optimal Transport.

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures.

Minh Van Nguyen, Thien Huu Nguyen

Proceedings of the Sixth Arabic Natural Language Processing Workshop, 2021

Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection.

Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Augmenting Open-Domain Event Detection with Synthetic Data from GPT-2.

Amir Pouran Ben Veyseh, Minh Van Nguyen, Bonan Min, Thien Huu Nguyen

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks.

Minh Tran Phu, Minh Van Nguyen, Thien Huu Nguyen

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

Event Extraction from Historical Texts: A New Dataset for Black Rebellions.

Viet Dac Lai, Minh Van Nguyen, Heidi Kaufman, Thien Huu Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021