BERTScore: Evaluating Text Generation with BERT

21 April 2019

Papers citing "BERTScore: Evaluating Text Generation with BERT"

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Title
To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP Gözde Gül Sahin 42 33 0 18 Nov 2021
How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN R. Thomas McCoy P. Smolensky Tal Linzen Jianfeng Gao Asli Celikyilmaz SyDa 25 119 0 18 Nov 2021
High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics Markus Freitag David Grangier Qijun Tan Bowen Liang 33 92 0 17 Nov 2021
Transparent Human Evaluation for Image Captioning Jungo Kasai Keisuke Sakaguchi Lavinia Dunagan Jacob Morrison Ronan Le Bras Yejin Choi Noah A. Smith 33 47 0 17 Nov 2021
EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching Yaya Shi Xu Yang Haiyang Xu Chunfen Yuan Bing Li Weiming Hu Zhengjun Zha 39 33 0 17 Nov 2021
Few-Shot Self-Rationalization with Natural Language Prompts Ana Marasović Iz Beltagy Doug Downey Matthew E. Peters LRM 30 106 0 16 Nov 2021
Triggerless Backdoor Attack for NLP Tasks with Clean Labels Leilei Gan Jiwei Li Tianwei Zhang Xiaoya Li Yuxian Meng Fei Wu Yi Yang Shangwei Guo Chun Fan AAML SILM 27 74 0 15 Nov 2021
Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan Yating Zhang Kun Kuang Lin Yuan Shuo Li Changlong Sun Xiaozhong Liu Fei Wu HILM 24 4 0 05 Nov 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Wei Ping Chejian Xu Shuohang Wang Zhe Gan Yu Cheng Jianfeng Gao Ahmed Hassan Awadallah Yangqiu Song VLM ELM AAML 33 216 0 04 Nov 2021
Automatic Evaluation and Moderation of Open-domain Dialogue Systems Chen Zhang João Sedoc L. F. D’Haro Rafael E. Banchs Alexander I. Rudnicky 22 36 0 03 Nov 2021
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Alejandro Martín Javier Huertas-Tato Álvaro Huertas-García Guillermo Villar-Rodríguez David Camacho HILM 30 31 0 27 Oct 2021
Assessing the Sufficiency of Arguments through Conclusion Generation Timon Ziegenbein Milad Alshomary Henning Wachsmuth ELM 21 25 0 26 Oct 2021
Better than Average: Paired Evaluation of NLP Systems Maxime Peyrard Wei Zhao Steffen Eger Robert West ELM 19 24 0 20 Oct 2021
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer Eleftheria Briakou Sweta Agrawal Joel R. Tetreault Marine Carpuat 23 30 0 20 Oct 2021
Monotonic Simultaneous Translation with Chunk-wise Reordering and Refinement HyoJung Han Seokchan Ahn Yoonjung Choi Insoo Chung Sangha Kim Kyunghyun Cho 33 6 0 18 Oct 2021
BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation Thomas Scialom Felix Hill 28 7 0 18 Oct 2021
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation Moussa Kamal Eddine Guokan Shang A. Tixier Michalis Vazirgiannis 26 25 0 16 Oct 2021
ASPECTNEWS: Aspect-Oriented Summarization of News Documents Ojas Ahuja Jiacheng Xu A. Gupta Kevin Horecka Greg Durrett 84 46 0 15 Oct 2021
Guiding Visual Question Generation Nihir Vedd Zixu Wang Marek Rei Yishu Miao Lucia Specia 89 23 0 15 Oct 2021
Learning Compact Metrics for MT Amy Pu Hyung Won Chung Ankur P. Parikh Sebastian Gehrmann Thibault Sellam 38 99 0 12 Oct 2021
Speech Summarization using Restricted Self-Attention Roshan S. Sharma Shruti Palaskar A. Black Florian Metze 30 33 0 12 Oct 2021
Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation Weiting Tan Shuoyang Ding Huda Khayrallah Philipp Koehn SILM AAML 37 1 0 12 Oct 2021
Can Audio Captions Be Evaluated with Image Caption Metrics? Zelin Zhou Zhiling Zhang Xuenan Xu Zeyu Xie Mengyue Wu Kenny Q. Zhu 30 43 0 10 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster Wei Zhao Steffen Eger 33 24 0 08 Oct 2021
The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results M. Fomicheva Piyawat Lertvittayakumjorn Wei Zhao Steffen Eger Yang Gao ELM 24 39 0 08 Oct 2021
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra Wenjie Wang MedIm 19 13 0 06 Oct 2021
Truth-Conditional Captioning of Time Series Data Harsh Jhamtani Taylor Berg-Kirkpatrick AI4TS 43 7 0 05 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 48 43 0 30 Sep 2021
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization Milad Alshomary Timon Ziegenbein S. Syed Philipp Heinisch Maximilian Spliethover Philipp Cimiano Martin Potthast Henning Wachsmuth 59 15 0 30 Sep 2021
CIDEr-R: Robust Consensus-based Image Description Evaluation G. O. D. Santos Esther Luna Colombini Sandra Avila 47 30 0 28 Sep 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 96 10 0 25 Sep 2021
Rethinking Crowd Sourcing for Semantic Similarity Shaul Solomon Adam Cohn Hernan Rosenblum Chezi Hershkovitz Ivan P. Yamshchikov 21 2 0 24 Sep 2021
Scalable Fact-checking with Human-in-the-Loop Jing Yang D. Vega-Oliveros Taís Seibt Anderson de Rezende Rocha 24 10 0 22 Sep 2021
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 40 296 0 22 Sep 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 2021
MOVER: Mask, Over-generate and Rank for Hyperbole Generation Yunxiang Zhang Xiaojun Wan 27 15 0 16 Sep 2021
Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering Zhe-nan Lin Yitao Cai Xiaojun Wan 45 13 0 15 Sep 2021
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 75 26 0 14 Sep 2021
MMCoVaR: Multimodal COVID-19 Vaccine Focused Data Repository for Fake News Detection and a Baseline Architecture for Classification Mingxuan Chen Xinqiao Chu K. P. Subbalakshmi 46 26 0 14 Sep 2021
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Mingkai Deng Bowen Tan Zhengzhong Liu Eric Xing Zhiting Hu 16 73 0 14 Sep 2021
Fine Grained Human Evaluation for English-to-Chinese Machine Translation: A Case Study on Scientific Text Ming Liu Heng Zhang Guanhao Wu 37 1 0 13 Sep 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B. Sai Tanay Dixit D. Y. Sheth S. Mohan Mitesh M. Khapra AAML 116 58 0 13 Sep 2021
"Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding Faeze Brahman Meng Huang Oyvind Tafjord Chao Zhao Mrinmaya Sachan Snigdha Chaturvedi 27 53 0 12 Sep 2021
StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho Franck Dernoncourt Timothy Jeewun Ganter Trung Bui Nedim Lipka Walter Chang Hailin Jin Jonathan Brandt H. Foroosh Fei Liu 3DGS AI4TS 24 29 0 11 Sep 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models T. Klein Moin Nabi ReLM LRM 35 8 0 10 Sep 2021
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge Yufei Tian A. Sridhar Nanyun Peng 33 27 0 10 Sep 2021
BiSECT: Learning to Split and Rephrase Sentences with Bitexts Joongwon Kim Mounica Maddela Reno Kriz Wei Xu Chris Callison-Burch 58 25 0 10 Sep 2021
A Large-Scale Study of Machine Translation in the Turkic Languages Jamshidbek Mirzakhalov A. Babu Duygu Ataman S. Kariev Francis M. Tyers ... Esra Onal Shaxnoza Pulatova Ahsan Wahab Orhan Firat Sriram Chellappan 26 28 0 09 Sep 2021
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models Steven Y. Feng Kevin Lu Zhuofu Tao Malihe Alikhani Teruko Mitamura Eduard H. Hovy Varun Gangal LRM 43 13 0 08 Sep 2021
Mixup Decoding for Diverse Machine Translation Jicheng Li Pengzhi Gao Xuanfu Wu Yang Feng Zhongjun He Hua Wu Haifeng Wang 33 14 0 08 Sep 2021