← Search

Chih-chan Tien

2 accepted papers

2024

Entropy-Reinforced Planning with Large Language Models for Drug Discovery

ICML 2024poster

The objective of drug discovery is to identify chemical compounds that possess specific pharmaceutical properties toward a binding target. Existing large language models (LLMS) can achieve high token matching scores in terms of likelihood for molecule generation. However, relying solely on LLM decod…

2022

Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining

ACL 2022long

This work presents methods for learning cross-lingual sentence representations using paired or unpaired bilingual texts. We hypothesize that the cross-lingual alignment strategy is transferable, and therefore a model trained to align only two languages can encode multilingually more aligned represen…