All Papers

0 / 0 papers shown

Title

Are Human Explanations Always Helpful? Towards Objective Evaluation of
Human Natural Language Explanations

v1v2 (latest)

Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations

Annual Meeting of the Association for Computational Linguistics (ACL), 2023

4 May 2023

Bingsheng Yao

James A. Hendler

ArXiv (abs)PDF HTML

Papers citing "Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations"

8 / 8 papers shown

Title
Can LLM-Generated Textual Explanations Enhance Model Classification Performance? An Empirical StudyInternational Conference on Artificial Neural Networks (ICANN), 2025 Mahdi Dhaini Juraj Vladika Ege Erdogan Zineb Attaoui Gjergji Kasneci LRM 100 1 0 13 Aug 2025
Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation Jiaju Chen Yuxuan Lu Xiaojie Wang Huimin Zeng Jing Huang Jiri Gesi Ying Xu Bingsheng Yao Dakuo Wang LLMAG ELM 179 7 0 28 Jul 2025
Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction Jingheng Ye Shang Qin Hai-Tao Zheng Hai-Tao Zheng Shen Wang Qingsong Wen 222 1 0 24 Feb 2025
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing Daking Rai Rydia R. Weiland Kayla Margaret Gabriella Herrera Tyler H. Shaw Ziyu Yao 256 2 0 05 Oct 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? Fan Huang Haewoon Kwak Kunwoo Park Jisun An ALM ELM AI4MH 248 15 0 26 Mar 2024
More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering Bingsheng Yao Guiming Hardy Chen Ruishi Zou Yuxuan Lu Jiachen Li Shao Zhang Yisi Sang Sijia Liu James A. Hendler Dakuo Wang 240 21 0 16 Nov 2023
Large Language Models are In-context Teachers for Knowledge ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiachen Zhao Zonghai Yao Zhichao Yang Hong-ye Yu ReLM LRM 137 2 0 12 Nov 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning ArchitectureConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Bingsheng Yao Ishan Jindal Lucian Popa Yannis Katsis Sayan Ghosh ... Yuxuan Lu Shashank Srivastava Yunyao Li James A. Hendler Dakuo Wang 173 13 0 22 May 2023