BERTScore: Evaluating Text Generation with BERT

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BERTScore: Evaluating Text Generation with BERT

21 April 2019

Kilian Q. Weinberger

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Papers citing "BERTScore: Evaluating Text Generation with BERT"

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Title
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 102 186 0 06 Nov 2019
Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds T. Klein Moin Nabi 76 63 0 06 Nov 2019
Automatic Detection of Generated Text is Easiest when Humans are Fooled Daphne Ippolito Daniel Duckworth Chris Callison-Burch Douglas Eck DeLMO 92 363 0 02 Nov 2019
Masked Language Model Scoring Julian Salazar Davis Liang Toan Q. Nguyen Katrin Kirchhoff 37 14 0 31 Oct 2019
Diamonds in the Rough: Generating Fluent Sentences from Early-Stage Drafts for Academic Writing Assistance Takumi Ito Tatsuki Kuribayashi Hayato Kobayashi Ana Brassard Masato Hagiwara Jun Suzuki Kentaro Inui 48 24 0 21 Oct 2019
Towards Neural Language Evaluators Hassan Kané Muhammed Yusuf Kocyigit Pelkins Ajanoh Ali Abdalla Mohamed Coulibali ELM 59 6 0 20 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization Sanghwan Bae Taeuk Kim Jihoon Kim Sang-goo Lee 69 69 0 19 Sep 2019
VizSeq: A Visual Analysis Toolkit for Text Generation Tasks Changhan Wang Anirudh Jain Danlu Chen Jiatao Gu 74 29 0 12 Sep 2019
Counterfactual Story Reasoning and Generation Lianhui Qin Antoine Bosselut Ari Holtzman Chandra Bhagavatula Elizabeth Clark Yejin Choi LRM 81 148 0 09 Sep 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 216 602 0 05 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 125 459 0 31 Aug 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization Siyao Li Deren Lei Pengda Qin William Yang Wang 63 44 0 31 Aug 2019
Facet-Aware Evaluation for Extractive Summarization Yuning Mao Liyuan Liu Qi Zhu Xiang Ren Jiawei Han CVBM 71 20 0 27 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,348 0 27 Aug 2019
DGSAN: Discrete Generative Self-Adversarial Network Ehsan Montahaei Danial Alihosseini M. Baghshah 49 14 0 24 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 95 464 0 15 Aug 2019
On The Evaluation of Machine Translation Systems Trained With Back-Translation Sergey Edunov Myle Ott MarcÁurelio Ranzato Michael Auli 42 98 0 14 Aug 2019
Discourse Understanding and Factual Consistency in Abstractive Summarization Saadia Gabriel Antoine Bosselut Jeff Da Ari Holtzman Jan Buys Kyle Lo Asli Celikyilmaz Yejin Choi HILM 83 11 0 02 Jul 2019
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 127 234 0 05 Dec 2018