Search Results for author: Leo Z. Liu

Found 4 papers, 3 papers with code

OpenAgents: An Open Platform for Language Agents in the Wild

2 code implementations16 Oct 2023 Tianbao Xie, Fan Zhou, Zhoujun Cheng, Peng Shi, Luoxuan Weng, Yitao Liu, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Leo Z. Liu, Yiheng Xu, Hongjin Su, Dongchan Shin, Caiming Xiong, Tao Yu

Language agents show potential in being capable of utilizing natural language for varied and intricate tasks in diverse environments, particularly when built upon large language models (LLMs).

2D Object Detection

Learning to translate by learning to communicate

1 code implementation14 Jul 2022 C. M. Downey, Xuhui Zhou, Leo Z. Liu, Shane Steinert-Threlkeld

We formulate and test a technique to use Emergent Communication (EC) with a pre-trained multilingual model to improve on modern Unsupervised NMT systems, especially for low-resource languages.

Natural Language Understanding NMT

Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets

no code implementations EMNLP (BlackboxNLP) 2020 Chuanrong Li, Lin Shengshuo, Leo Z. Liu, Xinyi Wu, Xuhui Zhou, Shane Steinert-Threlkeld

Although large-scale pretrained language models, such as BERT and RoBERTa, have achieved superhuman performance on in-distribution test sets, their performance suffers on out-of-distribution test sets (e. g., on contrast sets).

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