BERTScore: Evaluating Text Generation with BERT

21 April 2019

Papers citing "BERTScore: Evaluating Text Generation with BERT"

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Title
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization Haitao Lin Liqun Ma Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 35 46 0 30 Aug 2021
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Yuexiang Xie Fei Sun Yang Deng Yaliang Li Bolin Ding HILM 26 53 0 30 Aug 2021
Are Training Resources Insufficient? Predict First Then Explain! Myeongjun Jang Thomas Lukasiewicz LRM 26 7 0 29 Aug 2021
SummerTime: Text Summarization Toolkit for Non-experts Ansong Ni Zhangir Azerbayev Mutethia Mutuma Troy Feng Yusen Zhang Tao Yu Ahmed Hassan Awadallah Dragomir R. Radev 31 10 0 29 Aug 2021
QACE: Asking Questions to Evaluate an Image Caption Hwanhee Lee Thomas Scialom Seunghyun Yoon Franck Dernoncourt Kyomin Jung CoGe 25 18 0 28 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 27 41 0 27 Aug 2021
Semantic-Based Self-Critical Training For Question Generation Loïc Kwate Dassi Kwate Dassi 27 0 0 26 Aug 2021
ComSum: Commit Messages Summarization and Meaning Preservation Leshem Choshen Idan Amit 22 4 0 23 Aug 2021
Hierarchical Summarization for Longform Spoken Dialog Daniel Li Thomas Chen Albert Tung Lydia B. Chilton 28 19 0 21 Aug 2021
MTG: A Benchmark Suite for Multilingual Text Generation Yiran Chen Zhenqiao Song Xianze Wu Danqing Wang Jingjing Xu Jiaze Chen Hao Zhou Lei Li LRM VLM 40 22 0 13 Aug 2021
Semantic Answer Similarity for Evaluating Question Answering Models Julian Risch Timo Moller Julian Gutsch M. Pietsch ELM 32 67 0 13 Aug 2021
Icelandic Parallel Abstracts Corpus Haukur Barri Símonarson Vésteinn Snæbjarnarson 18 1 0 11 Aug 2021
DeliData: A dataset for deliberation in multi-party problem solving Georgi Karadzhov Tom Stafford Andreas Vlachos 29 16 0 11 Aug 2021
Mounting Video Metadata on Transformer-based Language Model for Open-ended Video Question Answering Donggeon Lee Seongho Choi Youwon Jang Byoung-Tak Zhang 16 2 0 11 Aug 2021
Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior Noriyuki Kojima Alane Suhr Yoav Artzi 30 24 0 10 Aug 2021
Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization Andrew Koh Fuzhao Xue Chng Eng Siong 22 20 0 10 Aug 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 207 21 0 07 Aug 2021
Automatic Detection of COVID-19 Vaccine Misinformation with Graph Link Prediction Maxwell Weinzierl S. Harabagiu 14 29 0 04 Aug 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
How to Evaluate Your Dialogue Models: A Review of Approaches Xinmeng Li Wansen Wu Long Qin Quanjun Yin ELM 30 8 0 03 Aug 2021
EmailSum: Abstractive Email Thread Summarization Shiyue Zhang Asli Celikyilmaz Jianfeng Gao Joey Tianyi Zhou 30 38 0 30 Jul 2021
Local Structure Matters Most: Perturbation Study in NLU Louis Clouâtre Prasanna Parthasarathi Amal Zouaq Sarath Chandar 30 13 0 29 Jul 2021
MIPE: A Metric Independent Pipeline for Effective Code-Mixed NLG Evaluation Ayush Garg S. S. Kagi Vivek Srivastava M. Singh 29 9 0 24 Jul 2021
Similarity Based Label Smoothing For Dialogue Generation Sougata Saha Souvik Das Rohini Srihari 30 3 0 23 Jul 2021
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation Tom Kocmi C. Federmann Roman Grundkiewicz Marcin Junczys-Dowmunt Hitokazu Matsushita Arul Menezes 36 204 0 22 Jul 2021
Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 38 8 0 22 Jul 2021
Generative Pretraining for Paraphrase Evaluation J. Weston R. Lenain U. Meepegama E. Fristed AIMat 27 10 0 17 Jul 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 69 256 0 14 Jul 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text Ishan Tarunesh Syamantak Kumar Preethi Jyothi 49 45 0 14 Jul 2021
HinGE: A Dataset for Generation and Evaluation of Code-Mixed Hinglish Text Vivek Srivastava M. Singh 32 45 0 08 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 43 105 0 07 Jul 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 41 100 0 07 Jul 2021
Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text Yao Dou Maxwell Forbes Rik Koncel-Kedziorski Noah A. Smith Yejin Choi DeLMO 17 128 0 02 Jul 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Dong Wang Ning Ding Pijian Li Haitao Zheng AAML 39 115 0 01 Jul 2021
Evaluation of Thematic Coherence in Microblogs I. Bilal Bo Wang M. Liakata Rob Procter Adam Tsakalidis 27 5 0 30 Jun 2021
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning Hwanhee Lee Seunghyun Yoon Franck Dernoncourt Trung Bui Kyomin Jung VLM 21 44 0 26 Jun 2021
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 27 35 0 25 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 55 811 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 33 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 41 12 0 21 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 47 22 0 16 Jun 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 23 28 0 15 Jun 2021
Improving Paraphrase Detection with the Adversarial Paraphrasing Task Animesh Nighojkar John Licato 25 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 27 61 0 13 Jun 2021
Machine Translation into Low-resource Language Varieties Sachin Kumar Antonios Anastasopoulos S. Wintner Yulia Tsvetkov 11 29 0 12 Jun 2021
TellMeWhy: A Dataset for Answering Why-Questions in Narratives Yash Kumar Lal Nathanael Chambers Raymond J. Mooney Niranjan Balasubramanian 40 44 0 11 Jun 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 47 22 0 10 Jun 2021
A Comprehensive Assessment of Dialog Evaluation Metrics Yi-Ting Yeh M. Eskénazi Shikib Mehri 36 105 0 07 Jun 2021
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore Inigo Jauregi Unanue Jacob Parnell Massimo Piccardi 26 32 0 04 Jun 2021
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Fei Wu Jiwei Li Tianwei Zhang AAML SILM 31 47 0 03 Jun 2021