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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AttnCache: Accelerating Self-Attention Inference for LLM Prefill via Attention CacheIACR Cryptology ePrint Archive (IACR ePrint), 2025 Dinghong Song Yuan Feng Y. Wang S. Chen Cyril Guyot F. Blagojevic Hyeran Jeon Pengfei Su Dong Li 179 0 0 29 Oct 2025
SEA-BED: Southeast Asia Embedding Benchmark Wuttikorn Ponwitayarat Raymond Ng Jann Railey Montalan Thura Aung Jian Gang Ngui ... Panuthep Tasawong Erik Cambria Ekapol Chuangsuwanich Sarana Nutanong Peerat Limkonchotiwat 134 1 0 17 Aug 2025
Improving Multimodal Contrastive Learning of Sentence Embeddings with Object-Phrase Alignment Kaiyan Zhao Zhongtao Miao Yoshimasa Tsuruoka 74 1 0 01 Aug 2025
Combining Discrete Wavelet and Cosine Transforms for Efficient Sentence Embedding Rana Salama Abdou Youssef Mona Diab 99 2 0 01 Aug 2025
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform Rana Aref Salama Abdou Youssef Mona Diab 96 0 0 31 Jul 2025
VN-MTEB: Vietnamese Massive Text Embedding Benchmark Loc Pham Tung Luu Thu Vo Minh Nguyen V. T. Hoang 160 2 0 29 Jul 2025
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Meishan Zhang Xin Zhang X. Zhao Shouzheng Huang Baotian Hu Min Zhang 201 3 0 28 Jul 2025
When Kernels Multiply, Clusters Unify: Fusing Embeddings with the Kronecker Product Youqi Wu Jingwei Zhang Farzan Farnia 162 2 0 10 Jun 2025
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning Jingcheng Niu Subhabrata Dutta Ahmed Elshabrawy Harish Tayyar Madabushi Iryna Gurevych 546 2 0 16 May 2025
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward PassAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Bowen Zhang Zixin Song Chunping Li 188 2 0 01 May 2025
Pensez: Less Data, Better Reasoning -- Rethinking French LLM Huy Hoang Ha ReLM LRM 209 4 0 17 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse UpcyclingInternational Conference on Learning Representations (ICLR), 2025 R. Teo T. Nguyen MoE 332 4 0 14 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 218 1 0 12 Mar 2025
Continuous Adversarial Text Representation Learning for Affective RecognitionDigital Signal Processing and Signal Processing Education Workshop (SPSPE), 2025 Seungah Son Andrez Saurez Dongsoo Har 180 1 0 28 Feb 2025
ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain Ali Shiraee Kasmaee Mohammad Khodadad Mohammad Arshi Saloot Nick Sherck Stephen Dokas H. Mahyar Soheila Samiee ELM 1.2K 8 0 30 Nov 2024
An Empirical Analysis of Speech Self-Supervised Learning at Multiple Resolutions Theo Clark Benedetta Cevoli Eloy de Jong Timofey Abramski Jamie Dougherty SSL 186 0 0 31 Oct 2024
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Raghuveer Thirukovalluru Bhuwan Dhingra 236 9 0 18 Oct 2024
Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Kushal Tatariya Vladimir Araujo Thomas Bauwens Miryam de Lhoneux VLM 208 1 0 15 Oct 2024
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models Muhammad Jehanzeb Mirza Mengjie Zhao Zhuoyuan Mao Sivan Doveh Wei Lin ... Yuki Mitsufuji Horst Possegger Rogerio Feris Leonid Karlinsky James Glass VLM 578 3 0 08 Oct 2024
Instruction Embedding: Latent Representations of Instructions Towards Task IdentificationNeural Information Processing Systems (NeurIPS), 2024 Yiwei Li Jiayi Shi Shaoxiong Feng Peiwen Yuan Xinglin Wang Boyuan Pan Heda Wang Yao Hu Kan Li 182 4 0 29 Sep 2024
MEXMA: Token-level objectives improve sentence representationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Joao Maria Janeiro Benjamin Piwowarski Patrick Gallinari Loïc Barrault 98 4 0 19 Sep 2024
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Peichao Lai Zhengfeng Zhang Wentao Zhang Fangcheng Fu Huang Leng 400 4 0 19 Sep 2024
Distilling Monolingual and Crosslingual Word-in-Context Representations Yuki Arase Tomoyuki Kajiwara 212 0 0 13 Sep 2024
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model designNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 381 17 0 22 Aug 2024
Improving embedding with contrastive fine-tuning on small datasets with expert-augmented scores Jun Lu David Li Bill Ding Yu Kang 204 5 0 19 Aug 2024
Towards Flexible Evaluation for Generative Visual Question AnsweringACM Multimedia (MM), 2024 Huishan Ji Q. Si Zheng Lin Weiping Wang 188 2 0 01 Aug 2024
Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection Jintang Xue Yun Cheng Wang Chengwei Wei C.-C. Jay Kuo 204 0 0 17 Jul 2024
Whitening Not Recommended for Classification Tasks in LLMs Ali Forooghi Shaghayegh Sadeghi Jianguo Lu 111 1 0 16 Jul 2024
Evaluating Large Language Models with fmeval Pola Schwöbel Luca Franceschi Muhammad Bilal Zafar Keerthan Vasist Aman Malhotra Tomer Shenhar Pinal Tailor Pinar Yilmaz Michael Diamond Michele Donini LM&MA ELM 188 4 0 15 Jul 2024
Croppable Knowledge Graph Embedding Yushan Zhu Wen Zhang Zhiqiang Liu Yin Hua Lei Liang H. Chen 212 0 0 03 Jul 2024
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP Sedigheh Eslami Gerard de Melo VLM 268 12 0 25 Jun 2024
Are there identifiable structural parts in the sentence embedding whole? Vivi Nastase Paola Merlo 158 5 0 24 Jun 2024
Probing the Decision Boundaries of In-context Learning in Large Language Models Siyan Zhao Tung Nguyen Aditya Grover 347 18 0 17 Jun 2024
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Bowen Zhang Chunping Li 136 3 0 14 Jun 2024
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models Manveer Singh Tamber Jasper Xian Jimmy Lin MLAU SILM 625 5 0 13 Jun 2024
Optimal synthesis embeddings Roberto Santana M. R. Sicre 110 0 0 10 Jun 2024
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 LossConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Bowen Zhang Chunping Li 145 5 0 08 Jun 2024
Linguistically Conditioned Semantic Textual Similarity Jingxuan Tu Keer Xu Liulu Yue Bingyang Ye Kyeongmin Rim James Pustejovsky 159 1 0 06 Jun 2024
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding Kenneth Enevoldsen Márton Kardos Niklas Muennighoff Kristoffer Nielbo 204 20 0 04 Jun 2024
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis Mathieu Ciancone Imene Kerboua Marion Schaeffer W. Siblini 244 3 0 30 May 2024
Why Larger Language Models Do In-context Learning Differently? Zhenmei Shi Junyi Wei Zhuoyan Xu Yingyu Liang 239 43 0 30 May 2024
DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entries Xiaodong Liu 300 0 0 25 May 2024
Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Alejo López-Ávila Víctor Suárez-Paniagua 134 4 0 23 May 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning Zijian Zhou Xiaoqiang Lin Xinyi Xu Alok Prakash Daniela Rus K. H. Low 211 6 0 22 May 2024
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank AnalysisIEEE Access (IEEE Access), 2024 Euna Jung Jaeill Kim Jungmin Ko Jinwoo Park Wonjong Rhee 175 0 0 18 May 2024
PL-MTEB: Polish Massive Text Embedding Benchmark Rafal Po'swiata Slawomir Dadas Michal Perelkiewicz 125 16 0 16 May 2024
SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-trainingInternational Conference on Language Resources and Evaluation (LREC), 2024 Jin Wang Liang-Chih Yu Xuejie Zhang VLM 108 15 0 03 May 2024
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models Bowen Zhang Kehua Chang Chunping Li 260 28 0 05 Apr 2024
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity Jaemin Kim Yohan Na Kangmin Kim Sang Rak Lee Dong-Kyu Chae 154 3 0 01 Apr 2024
Can LLMs get help from other LLMs without revealing private information? Florian Hartmann D. Tran Peter Kairouz Victor Carbune Blaise Agüera y Arcas 280 10 0 01 Apr 2024