Search Results for author: Nghia Trung Ngo

Found 4 papers, 2 papers with code

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

2 code implementations29 Jul 2023 Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen

Okapi introduces instruction and response-ranked data in 26 diverse languages to facilitate the experiments and development of future multilingual LLM research.

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

no code implementations12 Apr 2023 Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen

The answer to this question requires a thorough evaluation of ChatGPT over multiple tasks with diverse languages and large datasets (i. e., beyond reported anecdotes), which is still missing or limited in current research.

Multilingual NLP Text Generation +1

FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction

1 code implementation NAACL (ACL) 2022 Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen

FAMIE is designed to address a fundamental problem in existing AL frameworks where annotators need to wait for a long time between annotation batches due to the time-consuming nature of model training and data selection at each AL iteration.

Active Learning Knowledge Distillation

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