Search Results for author: Tinghui Zhu

Found 4 papers, 4 papers with code

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?

1 code implementation4 Apr 2024 Siye Wu, Jian Xie, Jiangjie Chen, Tinghui Zhu, Kai Zhang, Yanghua Xiao

By leveraging the retrieval of information from external knowledge databases, Large Language Models (LLMs) exhibit enhanced capabilities for accomplishing many knowledge-intensive tasks.

Retrieval

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

1 code implementation2 Feb 2024 Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su

Are these language agents capable of planning in more complex settings that are out of the reach of prior AI agents?

Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning

1 code implementation31 Jan 2024 Tinghui Zhu, Kai Zhang, Jian Xie, Yu Su

Recent advancements have significantly augmented the reasoning capabilities of Large Language Models (LLMs) through various methodologies, especially chain-of-thought (CoT) reasoning.

Towards Visual Taxonomy Expansion

1 code implementation12 Sep 2023 Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, ZongYu Wang, Rui Xie, Yunsen Xian

Specifically, on the Chinese taxonomy dataset, our method significantly improves accuracy by 8. 75 %.

Taxonomy Expansion

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