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BERTScore: Evaluating Text Generation with BERT

21 April 2019

Papers citing "BERTScore: Evaluating Text Generation with BERT"

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Title
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Dong Wang Ning Ding Pijian Li Haitao Zheng AAML 72 118 0 01 Jul 2021
Evaluation of Thematic Coherence in Microblogs I. Bilal Bo Wang Maria Liakata Rob Procter Adam Tsakalidis 57 5 0 30 Jun 2021
Contrastive Semantic Similarity Learning for Image Captioning Evaluation with Intrinsic Auto-encoder Chao Zeng Tiesong Zhao Sam Kwong 94 2 0 29 Jun 2021
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning Hwanhee Lee Seunghyun Yoon Franck Dernoncourt Trung Bui Kyomin Jung VLM 138 44 0 26 Jun 2021
A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy Wang Chen Pijian Li Irwin King 76 23 0 26 Jun 2021
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 104 36 0 25 Jun 2021
Unsupervised Topic Segmentation of Meetings with BERT Embeddings Alessandro Solbiati Kevin Heffernan Georgios Damaskinos Shivani Poddar Shubham Modi Jacques Calì 59 48 0 24 Jun 2021
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences Yanjun Gao Ting-Hao 'Kenneth' Huang R. Passonneau GNN 52 12 0 22 Jun 2021
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of COVID-19 Infodemic Ye Jiang Xingyi Song Carolina Scarton Ahmet Aker Kalina Bontcheva 99 17 0 22 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 222 851 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 96 26 0 21 Jun 2021
Trust It or Not: Confidence-Guided Automatic Radiology Report Generation Yixin Wang Zihao Lin Zhe Xu Haoyu Dong Jiang Tian Jie Luo Zhongchao Shi Yang Zhang Jianping Fan Zhiqiang He UQCV MedIm 122 12 0 21 Jun 2021
Subjective Bias in Abstractive Summarization Lei Li Wei Liu Marina Litvak N. Vanetik Jiacheng Pei Yinan Liu Siya Qi 77 5 0 18 Jun 2021
Automatic Construction of Evaluation Suites for Natural Language Generation Datasets Simon Mille Kaustubh D. Dhole Saad Mahamood Laura Perez-Beltrachini Varun Gangal Mihir Kale Emiel van Miltenburg Sebastian Gehrmann ELM 89 23 0 16 Jun 2021
Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors Junayed Mahmud Fahim Faisal Raihan Islam Arnob Antonios Anastasopoulos Kevin Moran 127 20 0 15 Jun 2021
Unsupervised Enrichment of Persona-grounded Dialog with Background Stories Bodhisattwa Prasad Majumder Taylor Berg-Kirkpatrick Julian McAuley Harsh Jhamtani 49 19 0 15 Jun 2021
Adversarial Attacks on Deep Models for Financial Transaction Records I. Fursov Matvey Morozov N. Kaploukhaya Elizaveta Kovtun Rodrigo Rivera-Castro Gleb Gusev Dmitrii Babaev Ivan Kireev Alexey Zaytsev Evgeny Burnaev AAML 85 38 0 15 Jun 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 82 29 0 15 Jun 2021
Improving Paraphrase Detection with the Adversarial Paraphrasing Task Animesh Nighojkar John Licato 70 39 0 14 Jun 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 85 63 0 13 Jun 2021
Machine Translation into Low-resource Language Varieties Sachin Kumar Antonios Anastasopoulos S. Wintner Yulia Tsvetkov 83 30 0 12 Jun 2021
Zero-Shot Controlled Generation with Encoder-Decoder Transformers Devamanyu Hazarika Mahdi Namazifar Dilek Z. Hakkani-Tür AI4CE 90 6 0 11 Jun 2021
TellMeWhy: A Dataset for Answering Why-Questions in Narratives Yash Kumar Lal Nathanael Chambers Raymond J. Mooney Niranjan Balasubramanian 101 47 0 11 Jun 2021
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation Wanrong Zhu Xinze Wang An Yan Miguel P. Eckstein Wenjie Wang 61 7 0 10 Jun 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 86 23 0 10 Jun 2021
Progressive Multi-Granularity Training for Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu AI4TS 64 43 0 10 Jun 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation Jacob Parnell Inigo Jauregi Unanue Massimo Piccardi 62 5 0 08 Jun 2021
Generating Hypothetical Events for Abductive Inference Debjit Paul Anette Frank ReLM LRM 65 7 0 07 Jun 2021
A Comprehensive Assessment of Dialog Evaluation Metrics Yi-Ting Yeh M. Eskénazi Shikib Mehri 92 109 0 07 Jun 2021
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation Varun Gangal Harsh Jhamtani Eduard H. Hovy Taylor Berg-Kirkpatrick 66 9 0 05 Jun 2021
Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 178 51 0 04 Jun 2021
MultiOpEd: A Corpus of Multi-Perspective News Editorials Siyi Liu Sihao Chen Xander Uyttendaele Dan Roth 49 13 0 04 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 57 17 0 04 Jun 2021
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore Inigo Jauregi Unanue Jacob Parnell Massimo Piccardi 58 34 0 04 Jun 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators Peiyu Liu Ze-Feng Gao Wayne Xin Zhao Z. Xie Zhong-Yi Lu Ji-Rong Wen 48 30 0 04 Jun 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu Peng Liu AILaw 85 264 0 03 Jun 2021
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Leilei Gan Jiwei Li Tianwei Zhang AAML SILM 103 52 0 03 Jun 2021
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech Wanzheng Zhu S. Bhat 70 58 0 03 Jun 2021
ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation Kaushal Kumar Maurya M. Desarkar Yoshinobu Kano K. Deepshikha 67 38 0 03 Jun 2021
Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto Jey Han Lau Timothy Baldwin 114 19 0 02 Jun 2021
SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis Joshua Forster Feinglass Yezhou Yang 60 22 0 02 Jun 2021
Generating Informative Conclusions for Argumentative Texts S. Syed Khalid Al Khatib Milad Alshomary Henning Wachsmuth Martin Potthast 49 24 0 02 Jun 2021
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues Rishabh Joshi Vidhisha Balachandran Shikhar Vashishth A. Black Yulia Tsvetkov 86 36 0 02 Jun 2021
Towards Quantifiable Dialogue Coherence Evaluation Zheng Ye Liucun Lu Lishan Huang Liang Lin Xiaodan Liang 76 31 0 01 Jun 2021
LenAtten: An Effective Length Controlling Unit For Text Summarization Zhongyi Yu Zhenghao Wu Hao Zheng Zhe Xuanyuan Jefferson Fong Weifeng Su 112 15 0 01 Jun 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World Rowan Zellers Ari Holtzman Matthew E. Peters Roozbeh Mottaghi Aniruddha Kembhavi Ali Farhadi Yejin Choi 110 69 0 01 Jun 2021
$REAM$\sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation$ REAM $\sharp$ : An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation Jun Gao Wei Bi Ruifeng Xu Shuming Shi 71 7 0 30 May 2021
Re-evaluating Word Mover's Distance Ryoma Sato M. Yamada H. Kashima 119 24 0 30 May 2021
Grammar Accuracy Evaluation (GAE): Quantifiable Quantitative Evaluation of Machine Translation Models Dojun Park Youngjin Jang Harksoo Kim ELM 54 1 0 29 May 2021
Controllable Abstractive Dialogue Summarization with Sketch Supervision Chien-Sheng Wu Linqing Liu Wenhao Liu Pontus Stenetorp Caiming Xiong 83 52 0 28 May 2021