BERTScore: Evaluating Text Generation with BERT

21 April 2019

Papers citing "BERTScore: Evaluating Text Generation with BERT"

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Title
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 185 79 0 30 Apr 2021
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 128 104 0 30 Apr 2021
Meta-evaluation of Conversational Search Evaluation Metrics Zeyang Liu K. Zhou Max L. Wilson ELM 11 17 0 27 Apr 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 16 2 0 23 Apr 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 17 104 0 19 Apr 2021
Learning to Reason for Text Generation from Scientific Tables N. Moosavi Andreas Rucklé Dan Roth Iryna Gurevych LMTD LRM 13 20 0 16 Apr 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 98 227 0 15 Apr 2021
Reward Optimization for Neural Machine Translation with Learned Metrics Raphael Shu Kang Min Yoo Jung-Woo Ha 24 12 0 15 Apr 2021
NAREOR: The Narrative Reordering Problem Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 20 26 0 14 Apr 2021
QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom Paul-Alexis Dray Patrick Gallinari Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano Alex Jinpeng Wang HILM 11 266 0 23 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 8 194 0 22 Mar 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 27 69 0 16 Mar 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 246 283 0 02 Feb 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 26 340 0 02 Feb 2021
GTAE: Graph-Transformer based Auto-Encoders for Linguistic-Constrained Text Style Transfer Yukai Shi Sen Zhang Chenxing Zhou Xiaodan Liang Xiaojun Yang Liang Lin 22 8 0 01 Feb 2021
Speech Recognition by Simply Fine-tuning BERT Wen-Chin Huang Chia-Hua Wu Shang-Bao Luo Kuan-Yu Chen Hsin-Min Wang T. Toda 62 28 0 30 Jan 2021
Transforming Multi-Conditioned Generation from Meaning Representation Joosung Lee 8 3 0 12 Jan 2021
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval Yuma Koizumi Yasunori Ohishi Daisuke Niizumi Daiki Takeuchi Masahiro Yasuda 10 40 0 14 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 211 138 0 08 Dec 2020
GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 19 66 0 24 Nov 2020
Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze Ece Takmaz Sandro Pezzelle Lisa Beinborn Raquel Fernández 16 22 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 22 194 0 05 Nov 2020
Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale Ozan Caglayan Pranava Madhyastha Lucia Specia ELM 37 35 0 26 Oct 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 134 36 0 24 Oct 2020
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego W. Xu 13 97 0 21 Oct 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 58 13 0 19 Oct 2020
Are Some Words Worth More than Others? Shiran Dudy Steven Bedrick 13 14 0 12 Oct 2020
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian-Yu Guan Minlie Huang 21 69 0 16 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 20 227 0 27 Aug 2020
MultiGBS: A multi-layer graph approach to biomedical summarization Ensieh Davoodijam Nasser Ghadiri Maryam Lotfi Shahreza Fabio Rinaldi 18 16 0 27 Aug 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 23 684 0 24 Jul 2020
SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics Daniel Deutsch Dan Roth 8 26 0 10 Jul 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 21 438 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 40 60 0 08 Jun 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 16 4 0 13 May 2020
Toward Better Storylines with Sentence-Level Language Models Daphne Ippolito David Grangier Douglas Eck Chris Callison-Burch LRM 13 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 11 69 0 08 May 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 20 1,438 0 09 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 8 467 0 08 Apr 2020
Fill in the BLANC: Human-free quality estimation of document summaries Oleg V. Vasilyev Vedant Dharnidharka John Bohannon 3DH 14 116 0 23 Feb 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 16 11,631 0 27 Aug 2019
Probabilistic FastText for Multi-Sense Word Embeddings Ben Athiwaratkun A. Wilson Anima Anandkumar 10 136 0 07 Jun 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 196 1,363 0 06 Jun 2016