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"

50 / 388 papers shown

Title
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 216 9 0 20 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 155 7 0 18 Oct 2022
A Survey of Parameters Associated with the Quality of Benchmarks in NLP Swaroop Mishra Anjana Arunkumar Chris Bryan Chitta Baral 171 1 0 14 Oct 2022
Holistic Sentence Embeddings for Better Out-of-Distribution DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Sishuo Chen Xiaohan Bi Rundong Gao Xu Sun OODD 139 5 0 14 Oct 2022
Predicting Fine-Tuning Performance with ProbingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zining Zhu Soroosh Shahtalebi Frank Rudzicz 151 12 0 13 Oct 2022
MTEB: Massive Text Embedding BenchmarkConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 906 656 0 13 Oct 2022
Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment César González-Gutiérrez Audi Primadhanty Francesco Cazzaro A. Quattoni 114 0 0 11 Oct 2022
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yuanhang Yang Shiyi Qi Chuanyi Liu Qifan Wang Cuiyun Gao Zenglin Xu 122 3 0 11 Oct 2022
"No, they did not": Dialogue response dynamics in pre-trained language modelsInternational Conference on Computational Linguistics (COLING), 2022 Sanghee Kim Lang-Chi Yu Allyson Ettinger 136 1 0 05 Oct 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase SemanticsInternational Conference on Computational Linguistics (COLING), 2022 Zihao Wang Jiaheng Dou Yong Zhang OT 126 5 0 05 Oct 2022
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 196 245 0 22 Sep 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings LearningInternational Conference on Computational Linguistics (COLING), 2022 Shaobin Chen Jie Zhou Yuling Sun Liang He SSL 119 11 0 22 Sep 2022
vec2text with Round-Trip Translations Geoffrey Cideron Sertan Girgin Anton Raichuk Olivier Pietquin Olivier Bachem Léonard Hussenot 156 3 0 14 Sep 2022
Ranking-Enhanced Unsupervised Sentence Representation LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yeon Seonwoo Guoyin Wang Changmin Seo Sajal Choudhary Jiwei Li Xiang Li Puyang Xu Sunghyun Park Alice Oh SSL DRL AI4TS 179 19 0 09 Sep 2022
Reweighting Strategy based on Synthetic Data Identification for Sentence SimilarityInternational Conference on Computational Linguistics (COLING), 2022 Taehee Kim Chaitanya Malaviya Yiben Yang Jared Fernandez Edward Choi Jaegul Choo 135 1 0 29 Aug 2022
OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization Zining Zhu Soroosh Shahtalebi Frank Rudzicz 191 5 0 25 Aug 2022
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionInternational Conference on Intelligent Data Science Technologies and Applications (IDSTA), 2022 Alexander Kalinowski Yuan An 102 5 0 22 Aug 2022
Collective Obfuscation and Crowdsourcing Benjamin Laufer Niko A. Grupen 70 1 0 12 Aug 2022
Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation Alexander H. Liu Samuel J. Yang 130 6 0 30 Jul 2022
Training Effective Neural Sentence Encoders from Automatically Mined ParaphrasesIEEE International Conference on Systems, Man and Cybernetics (SMC), 2022 Slawomir Dadas 149 7 0 26 Jul 2022
A Data-Based Perspective on Transfer LearningComputer Vision and Pattern Recognition (CVPR), 2022 Saachi Jain Hadi Salman Alaa Khaddaj Eric Wong Sung Min Park Aleksander Madry 168 46 0 12 Jul 2022
Vision-and-Language Pretraining Thong Nguyen Cong-Duy Nguyen Xiaobao Wu See-Kiong Ng Anh Tuan Luu VLM CLIP 244 2 0 05 Jul 2022
Is neural language acquisition similar to natural? A chronological probing studyComputational Linguistics and Intellectual Technologies (CLIT), 2022 E. Voloshina O. Serikov Tatiana Shavrina 207 4 0 01 Jul 2022
Knowledge Distillation of Transformer-based Language Models Revisited Chengqiang Lu Jianwei Zhang Yunfei Chu Ruihao Zhang Jingren Zhou Leilei Gan Haiqing Chen Hongxia Yang VLM 222 13 0 29 Jun 2022
SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity EvaluationPattern Recognition Letters (PR), 2022 Chengwei Wei Bin Wang C.-C. Jay Kuo 139 7 0 20 Jun 2022
Evaluating Self-Supervised Learning for Molecular Graph EmbeddingsNeural Information Processing Systems (NeurIPS), 2022 Hanchen Wang Jean Kaddour Shengchao Liu Jian Tang Joan Lasenby Qi Liu 245 31 0 16 Jun 2022
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved NegativesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Wei Wang Liangzhu Ge Jingqiao Zhang Cheng Yang 149 25 0 06 Jun 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language InferenceIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Shuang Li Xuming Hu Li Lin Aiwei Liu Lijie Wen Philip S. Yu 187 20 0 31 May 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and GenerationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 185 29 0 30 May 2022
Parameter-Efficient and Student-Friendly Knowledge DistillationIEEE transactions on multimedia (IEEE TMM), 2022 Jun Rao Xv Meng Liang Ding Shuhan Qi Dacheng Tao 213 66 0 28 May 2022
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation -- through the Lens of Semantic Similarity Rating Laura Zeidler Juri Opitz Anette Frank 159 6 0 24 May 2022
Continual Pre-Training Mitigates Forgetting in Language and VisionNeural Networks (NN), 2022 Andrea Cossu Tinne Tuytelaars Antonio Carta Lucia C. Passaro Vincenzo Lomonaco D. Bacciu KELM VLM CLL 193 92 0 19 May 2022
Debiased Contrastive Learning of Unsupervised Sentence RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Kun Zhou Beichen Zhang Wayne Xin Zhao Ji-Rong Wen SSL 238 116 0 02 May 2022
DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Anuj Kumar Yoon Kim James R. Glass 189 249 0 21 Apr 2022
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation Zheng Zhang Liang Ding Dazhao Cheng Xuebo Liu Min Zhang Dacheng Tao 139 11 0 16 Apr 2022
Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2022 Keigo Takahashi Danushka Bollegala 250 5 0 16 Apr 2022
Evaluation Benchmarks for Spanish Sentence RepresentationsInternational Conference on Language Resources and Evaluation (LREC), 2022 Vladimir Araujo Andrés Carvallo Souvik Kundu J. Canete Marcelo Mendoza Robert E. Mercer Felipe Bravo-Marquez Marie-Francine Moens Alvaro Soto ELM 109 10 0 15 Apr 2022
Metaethical Perspectives on 'Benchmarking' AI EthicsAI and Ethics (AE), 2022 Travis LaCroix A. Luccioni 99 10 0 11 Apr 2022
Same Author or Just Same Topic? Towards Content-Independent Style RepresentationsWorkshop on Representation Learning for NLP (RepL4NLP), 2022 Anna Wegmann M. Schraagen D. Nguyen 144 74 0 11 Apr 2022
Contextual Representation Learning beyond Masked Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhiyi Fu Wangchunshu Zhou Jingjing Xu Hao Zhou Lei Li 166 28 0 08 Apr 2022
How does the pre-training objective affect what large language models learn about linguistic properties?Annual Meeting of the Association for Computational Linguistics (ACL), 2022 Ahmed Alajrami Nikolaos Aletras 158 21 0 20 Mar 2022
On the Importance of Data Size in Probing Fine-tuned ModelsFindings (Findings), 2022 Houman Mehrafarin S. Rajaee Mohammad Taher Pilehvar 137 21 0 17 Mar 2022
SCD: Self-Contrastive Decorrelation for Sentence EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 T. Klein Moin Nabi SSL 94 28 0 15 Mar 2022
Contrastive Learning of Sociopragmatic Meaning in Social MediaAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Chiyu Zhang Muhammad Abdul-Mageed Ganesh Jawahar 224 2 0 15 Mar 2022
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yuxin Jiang Linhan Zhang Wei Wang SSL 167 52 0 14 Mar 2022
Hierarchical BERT for Medical Document Understanding Ning Zhang Maciej Jankowski 122 12 0 11 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence SimilaritiesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Bin Wang C.-C. Jay Kuo Haizhou Li ELM 165 32 0 05 Mar 2022
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Seonghyeon Lee Dongha Lee Seongbo Jang Hwanjo Yu OT 99 22 0 26 Feb 2022
On the data requirements of probingFindings (Findings), 2022 Zining Zhu Jixuan Wang Bai Li Frank Rudzicz 179 5 0 25 Feb 2022
Evaluating the Construct Validity of Text Embeddings with Application to Survey QuestionsEPJ Data Science (EPJ Data Sci.), 2022 Qixiang Fang D. Nguyen Daniel L. Oberski 192 15 0 18 Feb 2022

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SentEval: An Evaluation Toolkit for Universal Sentence Representations

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