Title
Open-World Evaluation for Retrieving Diverse Perspectives Hung-Ting Chen Eunsol Choi 35 0 0 26 Sep 2024
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 25 1 0 21 Sep 2023
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 26 33 0 15 Nov 2022
Efficiently Controlling Multiple Risks with Pareto Testing Bracha Laufer-Goldshtein Adam Fisch Regina Barzilay Tommi Jaakkola 34 16 0 14 Oct 2022
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements Leandro von Werra Lewis Tunstall A. Thakur A. Luccioni Tristan Thrush ... Julien Chaumond Margaret Mitchell Alexander M. Rush Thomas Wolf Douwe Kiela ELM 16 24 0 30 Sep 2022
Evaluation of Semantic Answer Similarity Metrics Farida Mustafazade Peter F. Ebbinghaus 6 2 0 25 Jun 2022
'Tis but Thy Name: Semantic Question Answering Evaluation with 11M Names for 1M Entities Albert Huang 8 0 0 28 Feb 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation Jannis Bulian Christian Buck Wojciech Gajewski Benjamin Boerschinger Tal Schuster 22 43 0 15 Feb 2022
In Situ Answer Sentence Selection at Web-scale Zeyu Zhang Thuy Vu Alessandro Moschitti 16 4 0 16 Jan 2022
BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation Thomas Scialom Felix Hill 20 7 0 18 Oct 2021
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline Xiangyang Liu Tianxiang Sun Junliang He Jiawen Wu Lingling Wu Xinyu Zhang Hao Jiang Zhao Cao Xuanjing Huang Xipeng Qiu ELM 19 46 0 13 Oct 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 25 136 0 13 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 151 35 0 11 Sep 2021
Efficient Nearest Neighbor Language Models Junxian He Graham Neubig Taylor Berg-Kirkpatrick RALM 191 103 0 09 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction Nicola De Cao Wilker Aziz Ivan Titov 31 35 0 08 Sep 2021
Semantic Answer Similarity for Evaluating Question Answering Models Julian Risch Timo Moller Julian Gutsch M. Pietsch ELM 30 67 0 13 Aug 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval Akari Asai Xinyan Velocity Yu Jungo Kasai Hannaneh Hajishirzi RALM LRM 13 70 0 26 Jul 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 23 228 0 13 Feb 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 180 251 0 08 Dec 2020
Posterior Differential Regularization with f-divergence for Improving Model Robustness Hao Cheng Xiaodong Liu L. Pereira Yaoliang Yu Jianfeng Gao 240 31 0 23 Oct 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 25 237 0 17 Sep 2020