SentEval: An Evaluation Toolkit for Universal Sentence Representations

International Conference on Language Resources and Evaluation (LREC), 2018

14 March 2018

Douwe Kiela

Papers citing "SentEval: An Evaluation Toolkit for Universal Sentence Representations"

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Title
Composition-contrastive Learning for Sentence EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Sachin Chanchani Ruihong Huang 241 24 0 14 Jul 2023
What Do Self-Supervised Speech Models Know About Words?Transactions of the Association for Computational Linguistics (TACL), 2023 Ankita Pasad C. Chien Shane Settle Karen Livescu SSL 420 55 0 30 Jun 2023
Morphosyntactic probing of multilingual BERT modelsNatural Language Engineering (NLE), 2023 Judit Ács Endre Hamerlik Roy Schwartz Noah A. Smith András Kornai 163 15 0 09 Jun 2023
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROSWorkshop on Representation Learning for NLP (RepL4NLP), 2023 Cheng-Han Chiang Yung-Sung Chuang James R. Glass Hung-yi Lee AI4TS 206 3 0 08 Jun 2023
Commonsense Knowledge Transfer for Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Wangchunshu Zhou Ronan Le Bras Yejin Choi KELM LRM 138 6 0 04 Jun 2023
Analyzing Text Representations by Measuring Task AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 César González-Gutiérrez Audi Primadhanty Francesco Cazzaro A. Quattoni 127 4 0 31 May 2023
Whitening-based Contrastive Learning of Sentence EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Wenjie Zhuo Yifan Sun Xiaohan Wang Linchao Zhu Yezhou Yang 167 31 0 28 May 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to RankAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Wei Wu Yunsen Xian Dongyan Zhao Kai Chen Rui Yan SSL 221 49 0 26 May 2023
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-benchConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Qinyuan Ye Harvey Yiyun Fu Xiang Ren Robin Jia ELM 234 34 0 24 May 2023
GlobalBench: A Benchmark for Global Progress in Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yueqi Song Catherine Cui Simran Khanuja Pengfei Liu Fahim Faisal ... Alham Fikri Aji Samuel Cahyawijaya Yulia Tsvetkov Antonios Anastasopoulos Graham Neubig 248 10 0 24 May 2023
WYWEB: A NLP Evaluation Benchmark For Classical ChineseAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Bo Zhou Qianglong Chen Tianyu Wang Xiaoshi Zhong Yin Zhang ELM 171 14 0 23 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and BeyondConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 146 15 0 22 May 2023
Automated Few-shot Classification with Instruction-Finetuned Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Rami Aly Xingjian Shi Kaixiang Lin Aston Zhang A. Wilson 235 11 0 21 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 277 7 0 21 May 2023
Prompting with Pseudo-Code InstructionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Mayank Mishra Praveen Venkateswaran Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 275 14 0 19 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jinghao Deng Fanqi Wan Tao Yang Xiaojun Quan Rui Wang SSL 110 14 0 17 May 2023
Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer -- A Case Study Using UCGIS GIS&T Body of Knowledge Yuanyuan Tian Wenwen Li Sizhe Wang Zhining Gu 145 3 0 17 May 2023
DLUE: Benchmarking Document Language UnderstandingChina National Conference on Chinese Computational Linguistics (CNCCL), 2023 Ruoxi Xu Hongyu Lin Xinyan Guan Xianpei Han Yingfei Sun Le Sun ELM 184 0 0 16 May 2023
Symbol tuning improves in-context learning in language modelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jerry W. Wei Le Hou Andrew Kyle Lampinen Xiangning Chen Da Huang ... Xinyun Chen Yifeng Lu Denny Zhou Tengyu Ma Quoc V. Le LRM 277 101 0 15 May 2023
Investigating Forgetting in Pre-Trained Representations Through Continual Learning Yun Luo Zhen Yang Xuefeng Bai Fandong Meng Jie Zhou Yue Zhang CLL KELM 231 21 0 10 May 2023
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole SentenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Haoran Li Mingshi Xu Yangqiu Song 268 72 0 04 May 2023
Improving Contrastive Learning of Sentence Embeddings from AI FeedbackAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 M. Abouheaf W. Gueaieb Md. Suruz Miah D. Spinello Xipeng Qiu 230 46 0 03 May 2023
Compressing Sentence Representation with maximum Coding Rate ReductionInternational Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2023 Domagoj Ševerdija Tomislav Prusina Antonio Jovanovic Luka Borozan Jurica Maltar Domagoj Matijević 185 2 0 25 Apr 2023
Domain Mastery Benchmark: An Ever-Updating Benchmark for Evaluating Holistic Domain Knowledge of Large Language Model--A Preliminary Release Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Zhuozhi Xiong Zihan Li Qi He Sihang Jiang Hongwei Feng Yanghua Xiao ELM ALM 201 2 0 23 Apr 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings HyunJae Lee VLM 103 0 0 18 Apr 2023
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models Wanjun Zhong Ruixiang Cui Yiduo Guo Yaobo Liang Shuai Lu Yanlin Wang Amin Saied Weizhu Chen Nan Duan ALM ELM 350 707 0 13 Apr 2023
Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification Berfu Buyukoz 146 2 0 22 Mar 2023
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings Ulf A. Hamster Ji-Ung Lee Alexander Geyken Iryna Gurevych 172 0 0 13 Mar 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence RepresentationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jie Liu Yixuan Liu Xue Han Chao Deng Junlan Feng SSL 150 3 0 09 Mar 2023
Larger language models do in-context learning differently Jerry W. Wei Jason W. Wei Yi Tay Dustin Tran Albert Webson ... Xinyun Chen Hanxiao Liu Da Huang Denny Zhou Tengyu Ma ReLM LRM 359 426 0 07 Mar 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 129 0 0 24 Feb 2023
Detecting Contextomized Quotes in News Headlines by Contrastive LearningFindings (Findings), 2023 Seonyeong Song Hyeonho Song Kunwoo Park Jiyoung Han M. Cha 127 2 0 09 Feb 2023
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic FeaturesFindings (Findings), 2023 Sishuo Chen Wenkai Yang Xiaohan Bi Xu Sun OODD 142 16 0 30 Jan 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Zihao Chen H. Handa Kimiaki Shirahama 123 2 0 19 Jan 2023
Can Large Language Models Change User Preference Adversarially? Varshini Subhash AAML 158 9 0 05 Jan 2023
Tsetlin Machine Embedding: Representing Words Using Logical ExpressionsFindings (Findings), 2023 Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 168 17 0 02 Jan 2023
One Embedder, Any Task: Instruction-Finetuned Text EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Anuj Kumar Noah A. Smith Luke Zettlemoyer Tao Yu 262 384 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic MatchingWorkshop on Representation Learning for NLP (RepL4NLP), 2022 Bin Wang Haizhou Li 124 4 0 17 Dec 2022
Explainability of Text Processing and Retrieval Methods: A Survey Sourav Saha Debapriyo Majumdar Mandar Mitra 266 5 0 14 Dec 2022
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 590 957 0 07 Dec 2022
Revisiting Distance Metric Learning for Few-Shot Natural Language Classification Witold Sosnowski Anna Wróblewska Karolina Seweryn P. Gawrysiak 100 0 0 28 Nov 2022
Distance Metric Learning Loss Functions in Few-Shot Scenarios of Supervised Language Models Fine-Tuning Witold Sosnowski Karolina Seweryn Anna Wróblewska P. Gawrysiak 123 0 0 28 Nov 2022
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for PolishNeural Information Processing Systems (NeurIPS), 2022 Lukasz Augustyniak Kamil Tagowski Albert Sawczyn Denis Janiak Roman Bartusiak ... Arkadiusz Janz Piotr Szymañski M. Morzy Tomasz Kajdanowicz Maciej Piasecki 208 14 0 23 Nov 2022
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 T. Klein Moin Nabi SSL 174 21 0 09 Nov 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence EmbeddingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 120 13 0 07 Nov 2022
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural TextsInternational Conference on Information and Knowledge Management (CIKM), 2021 Moran Mizrahi Dafna Shahaf DiffM 117 5 0 31 Oct 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning FrameworkConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 107 29 0 30 Oct 2022
MABEL: Attenuating Gender Bias using Textual Entailment DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jacqueline He Mengzhou Xia C. Fellbaum Danqi Chen 172 37 0 26 Oct 2022
Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and EvaluationBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 O. Serikov Vitaly Protasov E. Voloshina V. Knyazkova Tatiana Shavrina 144 4 0 24 Oct 2022
Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via Contrastive Learning Xiaoyi Chen Baisong Xin Shengfang Zhai Shiqing Ma Qingni Shen Zhonghai Wu SILM 138 2 0 20 Oct 2022

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SentEval: An Evaluation Toolkit for Universal Sentence Representations

Papers citing "SentEval: An Evaluation Toolkit for Universal Sentence Representations"