PEDANTS: Cheap but Effective and Interpretable Answer Equivalence

Bertscore: Evaluating text generation with bert

Original

Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q. Weinberger, and Yoav Artzi. 2019 · 1904

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Prime Time and Misdemeanors: Investigating the 1950s TV Quiz Scandal: A D.A.’s Account

Joseph Stone and Tim Yohn. 1992 · 1992

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Applied Logistic Regression , 2nd edition

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Bleurt: Learning robust metrics for text generation

Original

Thibault Sellam, Dipanjan Das, and Ankur P Parikh. 2020 · 2004

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Neural machine translation by jointly learning to align and translate

Original

Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2016 · 2016

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Emerging ethics norms in social media research

Katie Shilton. 2016 · 2016

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Ms marco: A human generated machine reading comprehension dataset

Original

Payal Bajaj, Daniel Campos, Nick Craswell, Li Deng, Jianfeng Gao, Xiaodong Liu, Rangan Majumder, Andrew McNamara, Bhaskar Mitra, Tri Nguyen, Mir Rosenberg, Xia Song, Alina Stoica, Saurabh Tiwary, and Tong Wang. 2018 · 2018

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Think you have solved question answering? try arc, the ai2 reasoning challenge

Original

Peter Clark, Isaac Cowhey, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Carissa Schoenick, and Oyvind Tafjord. 2018 · 2018

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Bert: Pre-training of deep bidirectional transformers for language understanding

Original

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018

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The NarrativeQA reading comprehension challenge

Tomáš Kočiský, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gábor Melis, and Edward Grefenstette. 2018 · 2018

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Can a suit of armor conduct electricity? a new dataset for open book question answering

Todor Mihaylov, Peter Clark, Tushar Khot, and Ashish Sabharwal. 2018 · 2018

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HotpotQA: A dataset for diverse, explainable multi-hop question answering

Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William Cohen, Ruslan Salakhutdinov, and Christopher D. Manning. 2018 · 2018

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Evaluating question answering evaluation

Anthony Chen, Gabriel Stanovsky, Sameer Singh, and Matt Gardner. 2019 · 2019

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DROP: A reading comprehension benchmark requiring discrete reasoning over paragraphs

Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, and Matt Gardner. 2019 · 2019

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Natural questions: A benchmark for question answering research

Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov. 2019 · 2019

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Coqa: A conversational question answering challenge

Original

Siva Reddy, Danqi Chen, and Christopher D. Manning. 2019 · 2019

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CommonsenseQA: A question answering challenge targeting commonsense knowledge

Alon Talmor, Jonathan Herzig, Nicholas Lourie, and Jonathan Berant. 2019 · 2019

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Why does ken jennings play quiz bowl?

National Academic Quiz Tournaments. 2019 · 2019

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Nlprolog: Reasoning with weak unification for question answering in natural language

Original

Leon Weber, Pasquale Minervini, Jannes Münchmeyer, Ulf Leser, and Tim Rocktäschel. 2019 · 2019

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Mocha: A dataset for training and evaluating generative reading comprehension metrics

Anthony Chen, Gabriel Stanovsky, Sameer Singh, and Matt Gardner. 2020 · 2020

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Electra: Pre-training text encoders as discriminators rather than generators

Original

Kevin Clark, Minh-Thang Luong, Quoc V. Le, and Christopher D. Manning. 2020 · 2020

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Neurips 2020 efficientqa competition: Systems, analyses and lessons learned

Sewon Min, Jordan Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, and Wen-tau Yih. 2021 · 2020

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Irof: a low resource evaluation metric for explanation methods

Original

Laura Rieger and Lars Kai Hansen. 2020 · 2020

Cited alongside, same era.

Biomrc: A dataset for biomedical machine reading comprehension

Original

Petros Stavropoulos, Dimitris Pappas, Ion Androutsopoulos, and Ryan McDonald. 2020 · 2020

Cited alongside, same era.

CorefQA: Coreference resolution as query-based span prediction

Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, and Jiwei Li. 2020 · 2020

Cited alongside, same era.

Evaluation paradigms in question answering

Pedro Rodriguez and Jordan Boyd-Graber. 2021 · 2021

Cited alongside, same era.

‘just what do you think you’re doing, dave?’ a checklist for responsible data use in NLP

Anna Rogers, Timothy Baldwin, and Kobi Leins. 2021 · 2021

Cited alongside, same era.

Sail: Search-augmented instruction learning

Original

Hongyin Luo, Yung-Sung Chuang, Yuan Gong, Tianhua Zhang, Yoon Kim, Xixin Wu, Danny Fox, Helen Meng, and James Glass. 2023 · 2023

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Self-evaluation improves selective generation in large language models

Original

Jie Ren, Yao Zhao, Tu Vu, Peter J. Liu, and Balaji Lakshminarayanan. 2023 · 2023

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Llama 2: Open foundation and fine-tuned chat models

Original

Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurelien Rodriguez, Robert Stojnic, Sergey Edunov, and Thomas Scialom. 2023 · 2023

Later among the works it cites.