publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. Preprint
    LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
    Shibo Hao*, Yi Gu*, Haotian Luo*, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, and 3 more authors
    In ICLR 2024 Workshop on Large Language Model (LLM) Agents, 2024
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2023

  1. NeurIPS
    ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
    Shibo Hao, Tianyang Liu, Zhen Wang, and Zhiting Hu
    Advances in Neural Information Processing Systems (oral), 2023
    Best Paper Award at SoCalNLP 2023
    PDF Code Poster Slides
  2. EMNLP
    Reasoning with language model is planning with world model
    Shibo Hao*, Yi Gu*, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, and Zhiting Hu
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
    Featured in State of AI Report 2023
    Also to appear at GenPlan workshop at NeurIPS 2023
    PDF Code Slides
  3. Book
    Neural-Symbolic Interaction and Co-Evolving
    Bowen Tan, Shibo Hao, Eric Xing, and Zhiting Hu
    In Compendium of Neurosymbolic Artificial Intelligence, 2023
  4. ACL
    BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models
    Shibo Hao*, Bowen Tan*, Kaiwen Tang*, Bin Ni, Xiyan Shao, Hengzhe Zhang, Eric Xing, and Zhiting Hu
    In Findings of the Association for Computational Linguistics: ACL 2023, 2023
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2022

  1. ACL
    Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED
    Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, and Dongyan Zhao
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
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2021

  1. EMNLP
    Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset
    Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, and Bin He
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
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