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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Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Tatiana Shavrina Anton A. Emelyanov Denis Shevelev Alexander Kukushkin Valentin Malykh Ekaterina Artemova AAML VLM ELM 124 3 0 15 Feb 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 113 8 0 07 Feb 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Qiyu Wu Chongyang Tao Tao Shen Can Xu Xiubo Geng Daxin Jiang SSL 131 47 0 28 Jan 2022
Pair-Level Supervised Contrastive Learning for Natural Language InferenceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Shuang Li Xuming Hu Li Lin Lijie Wen 164 32 0 26 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 563 528 0 24 Jan 2022
PromptBERT: Improving BERT Sentence Embeddings with PromptsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ting Jiang Jian Jiao Shaohan Huang Zi-qiang Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Qi Zhang 213 147 0 12 Jan 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 179 48 0 21 Dec 2021
Applying SoftTriple Loss for Supervised Language Model Fine Tuning Witold Sosnowski Anna Wróblewska P. Gawrysiak 70 1 0 15 Dec 2021
AI and the Everything in the Whole Wide World Benchmark Inioluwa Deborah Raji Emily M. Bender Amandalynne Paullada Emily L. Denton A. Hanna 228 389 0 26 Nov 2021
Low Precision Decentralized Distributed Training over IID and non-IID Data Sai Aparna Aketi Sangamesh Kodge Kaushik Roy MQ 99 10 0 17 Nov 2021
Exploiting all samples in low-resource sentence classification: early stopping and initialization parametersIEEE Access (IEEE Access), 2021 Hongseok Choi Hyunju Lee 106 6 0 12 Nov 2021
Transferring Semantic Knowledge Into Language Encoders Mohammad Umair Francis Ferraro 71 1 0 14 Oct 2021
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline Xiangyang Liu Tianxiang Sun Junliang He Jiawen Wu Lingling Wu Xinyu Zhang Hao Jiang Bo Zhao Xuanjing Huang Xipeng Qiu ELM 199 55 0 13 Oct 2021
What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical StudyConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Mohamed Abdalla Krishnapriya Vishnubhotla Saif M. Mohammad 242 29 0 10 Oct 2021
The Inductive Bias of In-Context Learning: Rethinking Pretraining Example DesignInternational Conference on Learning Representations (ICLR), 2021 Yoav Levine Noam Wies Daniel Jannai D. Navon Yedid Hoshen Amnon Shashua AI4CE 247 41 0 09 Oct 2021
Revisiting Self-Training for Few-Shot Learning of Language Model Yiming Chen Yan Zhang Chen Zhang Grandee Lee Ran Cheng Haizhou Li 130 45 0 04 Oct 2021
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Ilias Chalkidis Abhik Jana D. Hartung M. Bommarito Ion Androutsopoulos Daniel Martin Katz Nikolaos Aletras AILaw ELM 450 353 0 03 Oct 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Che Liu Rui Wang Jinghua Liu Jian Sun Fei Huang Luo Si 183 41 0 26 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 199 10 0 14 Sep 2021
Tribrid: Stance Classification with Neural Inconsistency Detection Song Yang Jacopo Urbani 138 8 0 14 Sep 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning Tu Vu Minh-Thang Luong Quoc V. Le Grady Simon Mohit Iyyer 358 62 0 13 Sep 2021
Pairwise Supervised Contrastive Learning of Sentence Representations Dejiao Zhang Shang-Wen Li Wei Xiao Henghui Zhu Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 236 56 0 12 Sep 2021
We went to look for meaning and all we got were these lousy representations: aspects of meaning representation for computational semantics Simon Dobnik R. Cooper Adam Ek Bill Noble Staffan Larsson N. Ilinykh Vladislav Maraev Vidya Somashekarappa 126 0 0 10 Sep 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Ziyi Yang Yinfei Yang Daniel Cer Eric F. Darve 180 26 0 10 Sep 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Vladimir Araujo Andrés Villa Marcelo Mendoza Marie-Francine Moens Alvaro Soto 158 9 0 10 Sep 2021
PAUSE: Positive and Annealed Unlabeled Sentence EmbeddingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Le-le Cao Emil Larsson Vilhelm von Ehrenheim Dhiana Deva Cavalcanti Rocha Anna Martin Sonja Horn 106 5 0 07 Sep 2021
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation Haoran Yang W. Lam Pijian Li 135 17 0 03 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum ContrastConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Liang Wang Wei Zhao Jingming Liu 144 14 0 01 Sep 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and GenerationTransactions of the Association for Computational Linguistics (TACL), 2021 Jian Guan Zhuoer Feng Yamei Chen Ru He Xiaoxi Mao Changjie Fan Shiyu Huang 189 34 0 30 Aug 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 507 694 0 19 Aug 2021
Czech News Dataset for Semantic Textual Similarity Jakub Sido Michal Seják O. Pražák Miloslav Konopík Václav Moravec 200 4 0 19 Aug 2021
Adversarial Training Helps Transfer Learning via Better RepresentationsNeural Information Processing Systems (NeurIPS), 2021 Zhun Deng Linjun Zhang Kailas Vodrahalli Kenji Kawaguchi James Zou GAN 171 58 0 18 Jun 2021
pysentimiento: A Python Toolkit for Opinion Mining and Social NLP tasks Juan Manuel Pérez Mariela Rajngewerc Juan Carlos Giudici D. Furman Franco Luque Laura Alonso Alemany María Vanina Martínez 192 51 0 17 Jun 2021
On the proper role of linguistically-oriented deep net analysis in linguistic theorizing Marco Baroni 207 60 0 16 Jun 2021
Semantic sentence similarity: size does not always matter Danny Merkx S. Frank M. Ernestus 109 6 0 16 Jun 2021
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark Ningyu Zhang Mosha Chen Zhen Bi Xiaozhuan Liang Lei Li ... Jun Yan Hongying Zan Kunli Zhang Buzhou Tang Qingcai Chen LM&MA ELM 320 217 0 15 Jun 2021
Sentence Embeddings using Supervised Contrastive Learning Danqi Liao SSL 58 12 0 09 Jun 2021
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation Linjie Li Jie Lei Zhe Gan Licheng Yu Yen-Chun Chen ... Tamara L. Berg Joey Tianyi Zhou Jingjing Liu Lijuan Wang Zicheng Liu VLM 227 117 0 08 Jun 2021
BERT Learns to Teach: Knowledge Distillation with Meta LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Wangchunshu Zhou Canwen Xu Julian McAuley 239 102 0 08 Jun 2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Rabeeh Karimi Mahabadi Sebastian Ruder Mostafa Dehghani James Henderson MoE 247 343 0 08 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 225 214 0 03 Jun 2021
Discrete Cosine Transform as Universal Sentence EncoderAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Nada AlMarwani Mona T. Diab 113 2 0 02 Jun 2021
NewsEmbed: Modeling News through Pre-trained Document RepresentationsKnowledge Discovery and Data Mining (KDD), 2021 Jialu Liu Tianqi Liu Cong Yu VLM 303 12 0 01 Jun 2021
On the Interplay Between Fine-tuning and Composition in TransformersFindings (Findings), 2021 Lang-Chi Yu Allyson Ettinger 198 14 0 31 May 2021
Predictive Representation Learning for Language Modeling Qingfeng Lan Luke N. Kumar Martha White Alona Fyshe OffRL AI4TS 128 1 0 29 May 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 220 605 0 25 May 2021
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel CorporaAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Mikhail Fain Niall Twomey Danushka Bollegala 136 2 0 11 May 2021
DefSent: Sentence Embeddings using Definition SentencesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 123 28 0 10 May 2021
Teaching a Massive Open Online Course on Natural Language Processing Ekaterina Artemova M. Apishev V. Sarkisyan Sergey Aksenov D. Kirjanov O. Serikov VLM 152 4 0 26 Apr 2021
SimCSE: Simple Contrastive Learning of Sentence EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 709 3,952 0 18 Apr 2021