BERTScore: Evaluating Text Generation with BERT

21 April 2019

Papers citing "BERTScore: Evaluating Text Generation with BERT"

50 / 1,211 papers shown

Title
Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts Ece Takmaz Mario Giulianelli Sandro Pezzelle Arabella J. Sinclair Raquel Fernández 20 26 0 09 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 39 195 0 05 Nov 2020
Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems Vitou Phy Yang Zhao Akiko Aizawa 14 55 0 01 Nov 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 38 73 0 26 Oct 2020
Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale Ozan Caglayan Pranava Madhyastha Lucia Specia ELM 39 35 0 26 Oct 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 147 37 0 24 Oct 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 16 38 0 23 Oct 2020
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego Wenyuan Xu 23 98 0 21 Oct 2020
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 160 157 0 20 Oct 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 68 13 0 19 Oct 2020
What is More Likely to Happen Next? Video-and-Language Future Event Prediction Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 33 72 0 15 Oct 2020
Are Some Words Worth More than Others? Shiran Dudy Steven Bedrick 18 14 0 12 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 23 147 0 12 Oct 2020
Zero-Shot Translation Quality Estimation with Explicit Cross-Lingual Patterns Lei Zhou Liang Ding Koichi Takeda 23 13 0 10 Oct 2020
What Have We Achieved on Text Summarization? Dandan Huang Leyang Cui Sen Yang Guangsheng Bao Kun Wang Jun Xie Yue Zhang 40 109 0 09 Oct 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 30 85 0 07 Oct 2020
Multi-Fact Correction in Abstractive Text Summarization Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 15 118 0 06 Oct 2020
X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset Angel Daza Anette Frank 19 30 0 05 Oct 2020
GenAug: Data Augmentation for Finetuning Text Generators Steven Y. Feng Varun Gangal Dongyeop Kang Teruko Mitamura Eduard H. Hovy 16 73 0 05 Oct 2020
Adversarial Attack and Defense of Structured Prediction Models Wenjuan Han Liwen Zhang Yong-jia Jiang Kewei Tu AAML 12 37 0 04 Oct 2020
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch Tania Bedrax-Weiss Dan Roth 11 109 0 01 Oct 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 46 1,042 0 18 Sep 2020
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan Minlie Huang 29 69 0 16 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 33 230 0 27 Aug 2020
MultiGBS: A multi-layer graph approach to biomedical summarization Ensieh Davoodijam Nasser Ghadiri Maryam Lotfi Shahreza Fabio Rinaldi 25 16 0 27 Aug 2020
A critical analysis of metrics used for measuring progress in artificial intelligence Kathrin Blagec Georg Dorffner M. Moradi Matthias Samwald 36 33 0 06 Aug 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 38 691 0 24 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 216 0 16 Jul 2020
SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics Daniel Deutsch Dan Roth 22 26 0 10 Jul 2020
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Zi-Yi Dou Sachin Kumar Yulia Tsvetkov 30 10 0 27 Jun 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 378 0 26 Jun 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 41 442 0 10 Jun 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng-Wei Zhang 54 60 0 08 Jun 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 32 99 0 18 May 2020
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling F. S. Bao Hebi Li Ge Luo Minghui Qiu Yinfei Yang Youbiao He Cen Chen 24 4 0 13 May 2020
Toward Better Storylines with Sentence-Level Language Models Daphne Ippolito David Grangier Douglas Eck Chris Callison-Burch LRM 29 24 0 11 May 2020
History for Visual Dialog: Do we really need it? Shubham Agarwal Trung Bui Joon-Young Lee Ioannis Konstas Verena Rieser VLM 19 69 0 08 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 23 384 0 07 May 2020
SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization Yang Gao Wei Zhao Steffen Eger ELM 27 124 0 07 May 2020
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang Mounica Maddela Wuwei Lan Yang Zhong Wenyuan Xu 28 157 0 05 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 26 63 0 03 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 30 56 0 02 May 2020
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights Hwanhee Lee Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung Bui Joongbo Shin Kyomin Jung 24 0 0 01 May 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding Samson Tan Chenyu You Lav Varshney Min-Yen Kan 17 34 0 30 Apr 2020
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations Peng Qi Yuhao Zhang Christopher D. Manning 21 38 0 30 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 41 12 0 29 Apr 2020
A Human Evaluation of AMR-to-English Generation Systems Emma Manning Shira Wein Nathan Schneider 30 18 0 14 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 46 1,450 0 09 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 36 472 0 08 Apr 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng Jiang HILM KELM 193 40 0 19 Mar 2020