F1 is Not Enough! Models and Evaluation Towards User-Centered
Explainable Question Answering

F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering

13 October 2020

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Papers citing "F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering"

13 / 13 papers shown

Title
Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in Large Language Models Soyeon Kim Yongfeng Zhang Xing Xie Steven Euijong Whang 36 0 0 04 Aug 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions Pu Jian Donglei Yu Wen Yang Shuo Ren Jiajun Zhang 20 2 0 18 Jul 2025
Question answering systems for health professionals at the point of care -- a systematic review Gregory Kell A. Roberts Serge Umansky Linglong Qian Davide Ferrari Frank Soboczenski Byron Wallace Nikhil Patel Iain J. Marshall AI4MH 102 14 0 24 Jan 2024
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations Nils Feldhus Qianli Wang Tatiana Anikina Sahil Chopra Cennet Oguz Sebastian Möller 123 16 0 09 Oct 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering Jiajie Zhang S. Cao Tingjia Zhang Xin Lv Jiaxin Shi Qingwen Tian Juanzi Li Lei Hou 106 15 0 24 May 2023
Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering Akshay Chaturvedi Swarnadeep Bhar Soumadeep Saha Utpal Garain Nicholas Asher 114 7 0 21 Dec 2022
Challenges in Explanation Quality Evaluation Hendrik Schuff Heike Adel Peng Qi Ngoc Thang Vu XAI 114 3 0 13 Oct 2022
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation Yuyan Chen Yanghua Xiao Bang Liu 104 17 0 13 Jan 2022
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings Hendrik Schuff Hsiu-yu Yang Heike Adel Ngoc Thang Vu ELM ReLM LRM 90 13 0 16 Sep 2021
What's in your Head? Emergent Behaviour in Multi-Task Transformer Models Mor Geva Uri Katz Aviv Ben-Arie Jonathan Berant LRM 113 11 0 13 Apr 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 188 153 0 24 Feb 2021
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 437 188 0 24 Oct 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 220 294 0 24 Nov 2019