Nghia Trung Ngo

21 papers A* 2B 1Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models.
CoRR
Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025 A* conf
LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models.
SIGIR
Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025 J jnl
mSCoRe: a
CoRR
Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering.
CoRR
Nghia Trung Ngo, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2024 — conf
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages.
LREC/COLING
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2024 — conf
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports.
LREC/COLING
Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
2024 — conf
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning.
EMNLP (System Demonstrations)
Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning.
CoRR
Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training.
CoRR
Nghia Trung Ngo, Thien Huu Nguyen
2023 — conf
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning.
EMNLP (Findings)
Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
2023 J jnl
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning.
CoRR
Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
2023 J jnl
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages.
CoRR
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 — conf
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback.
EMNLP (Demos)
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 J jnl
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback.
CoRR
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2022 J jnl
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction.
CoRR
Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
2022 A* conf
Selecting Optimal Context Sentences for Event-Event Relation Extraction.
AAAI
Hieu Man, Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
2022 — conf
Unsupervised Domain Adaptation for Joint Information Extraction.
EMNLP (Findings)
Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
2022 B conf
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning.
COLING
Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
2021 — conf
Modeling Document-Level Context for Event Detection via Important Context Selection.
EMNLP (1)
Amir Pouran Ben Veyseh, Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen
2021 — conf
Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters.
ACL/IJCNLP (Findings)
Nghia Trung Ngo, Duy Phung, Thien Huu Nguyen
2020 — conf
Learning to Select Important Context Words for Event Detection.
PAKDD (2)
Nghia Trung Ngo, Tuan Ngo Nguyen, Thien Huu Nguyen