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
Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization Yuhang Li Xin Dong Chen Chen Jingtao Li Yuxin Wen Michael Spranger Lingjuan Lyu DiffM 239 6 0 28 Mar 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings Gaifan Zhang Yi Zhou Danushka Bollegala 172 10 0 20 Mar 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning J. Asl Prajwal Panzade Eduardo Blanco Daniel Takabi Zhipeng Cai SSL 107 3 0 17 Mar 2024
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2024 Hailang Huang Zhijie Nie Ziqiao Wang Ziyu Shang 179 31 0 08 Mar 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders Yuwei Zhang Siffi Singh Sailik Sengupta Igor Shalyminov Hang Su Hwanjun Song Saab Mansour 133 3 0 07 Mar 2024
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient Mingxin Li Richong Zhang Zhijie Nie SSL 148 1 0 28 Feb 2024
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings Junlong Liu Xichen Shang Hu Feng Junhao Zheng Qianli Ma SSL AI4TS 122 1 0 23 Feb 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question Letian Peng Yuwei Zhang Zilong Wang Jayanth Srinivasa Gaowen Liu Zihan Wang Jingbo Shang 177 16 0 15 Feb 2024
UNSEE: Unsupervised Non-contrastive Sentence EmbeddingsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Ömer Veysel Çagatan SSL 242 0 0 27 Jan 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Xinghao Wang Junliang He Pengyu Wang Yunhua Zhou Tianxiang Sun Xipeng Qiu AI4TS 140 8 0 24 Jan 2024
Contrastive Learning in Distilled Models Valerie Lim Kai Wen Ng Kenneth Lim 52 1 0 23 Jan 2024
German Text Embedding Clustering Benchmark Silvan Wehrli Bert Arnrich Christopher Irrgang 149 15 0 05 Jan 2024
MLPs Compass: What is learned when MLPs are combined with PLMs?IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Li Zhou Wenyu Chen Yong Cao DingYi Zeng Wanlong Liu Hong Qu 269 3 0 03 Jan 2024
Towards Probing Contact Center Large Language Models Varun Nathan Ayush Kumar Digvijay Ingle Jithendra Vepa 126 0 0 26 Dec 2023
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas VLM 154 3 0 20 Dec 2023
Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Haoyi Wu Kewei Tu 806 4 0 26 Nov 2023
Some Like It Small: Czech Semantic Embedding Models for Industry ApplicationsAAAI Conference on Artificial Intelligence (AAAI), 2023 Jirí Bednár Jakub Náplava Petra Barancíková Ondrej Lisický 149 7 0 23 Nov 2023
Translation Aligned Sentence Embeddings for Turkish Language Eren Unlu Unver Ciftci 141 1 0 16 Nov 2023
Text Representation Distillation via Information Bottleneck Principle Yanzhao Zhang Dingkun Long Zehan Li Pengjun Xie 248 5 0 09 Nov 2023
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Xianming Li Yuqun Zhang 182 26 0 09 Nov 2023
Sparse Contrastive Learning of Sentence Embeddings Ruize An Chen Zhang Dawei Song 156 0 0 07 Nov 2023
An Efficient Self-Supervised Cross-View Training For Sentence EmbeddingTransactions of the Association for Computational Linguistics (TACL), 2023 Peerat Limkonchotiwat Wuttikorn Ponwitayarat Lalita Lowphansirikul Can Udomcharoenchaikit Ekapol Chuangsuwanich Sarana Nutanong SSL AI4TS 185 5 0 06 Nov 2023
Learning to Abstract with Nonparametric Variational Information BottleneckConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Melika Behjati Fabio Fehr James Henderson SSL 177 4 0 26 Oct 2023
Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ahmed Alajrami Katerina Margatina Nikolaos Aletras AAML 124 2 0 26 Oct 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Chiyu Zhang Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 203 7 0 23 Oct 2023
On the Language Encoder of Contrastive Cross-modal Models Mengjie Zhao Junya Ono Zhi-Wei Zhong Chieh-Hsin Lai Yuhta Takida Naoki Murata Wei-Hsiang Liao Takashi Shibuya Hiromi Wakaki Yuki Mitsufuji VLM 117 2 0 20 Oct 2023
The Locality and Symmetry of Positional Encodings Lihu Chen Gaël Varoquaux Fabian M. Suchanek 166 1 0 19 Oct 2023
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Huiming Wang Zhaodonghui Li Liying Cheng De Wen Soh Lidong Bing 219 5 0 17 Oct 2023
A State-Vector Framework for Dataset EffectsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 E. Sahak Zining Zhu Frank Rudzicz 176 1 0 17 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings Zhuofeng Wu Chaowei Xiao V. Vydiswaran 253 3 0 15 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 559 12 0 12 Oct 2023
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort AdvertisementsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 V. Saxena Benjamin Bashpole Gijs Van Dijck Gerasimos Spanakis 233 5 0 09 Oct 2023
EMO: Earth Mover Distance Optimization for Auto-Regressive Language ModelingInternational Conference on Learning Representations (ICLR), 2023 Siyu Ren Zhiyong Wu Kenny Q. Zhu 220 8 0 07 Oct 2023
AnglE-optimized Text Embeddings Xianming Li Yuqun Zhang RALM 449 128 0 22 Sep 2023
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity LevelsInternational Conference on Language Resources and Evaluation (LREC), 2023 Elena Shushkevich Long Mai Manuel V. Loureiro Steven Derby Tri Kurniawan Wijaya AI4TS 164 2 0 21 Sep 2023
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-ThoughtInternational Conference on Artificial Neural Networks (ICANN), 2023 Bowen Zhang Kehua Chang Chunping Li SSL 389 10 0 20 Sep 2023
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing PerspectiveInternational Conference on Information and Knowledge Management (CIKM), 2023 Pu Miao Zeyao Du Junlin Zhang SSL 177 8 0 14 Sep 2023
Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on TurkishInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Arda Uzunouglu Gözde Gül Sahin 174 6 0 13 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language ModelAAAI Conference on Artificial Intelligence (AAAI), 2023 Mingxin Li Richong Zhang Zhijie Nie Yongyi Mao 304 1 0 12 Sep 2023
The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties Yash Mahajan Naman Bansal S. Karmaker 158 3 0 07 Sep 2023
When Do Discourse Markers Affect Computational Sentence Understanding? RUIQI LI Liesbeth Allein Damien Sileo Marie-Francine Moens 118 1 0 01 Sep 2023
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning Amirhossein Vahidi Lisa Wimmer H. Gündüz B. Bischl Eyke Hüllermeier Mina Rezaei OOD UQCV 250 4 0 28 Aug 2023
Leveraging Knowledge and Reinforcement Learning for Enhanced Reliability of Language ModelsInternational Conference on Information and Knowledge Management (CIKM), 2023 Nancy Tyagi Surjodeep Sarkar Manas Gaur KELM 130 1 0 25 Aug 2023
A Comparative Study of Sentence Embedding Models for Assessing Semantic VariationInternational Conference on Artificial Neural Networks (ICANN), 2023 Deven M. Mistry A. Minai 79 4 0 08 Aug 2023
Scaling Sentence Embeddings with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 201 72 0 31 Jul 2023
ArcGPT: A Large Language Model Tailored for Real-world Archival Applications Shitou Zhang Jingrui Hou Siyuan Peng Z. Li Qibiao Hu Peijie Wang KELM RALM LLMAG 143 4 0 27 Jul 2023
DPBERT: Efficient Inference for BERT based on Dynamic PlanningEuropean Conference on Artificial Intelligence (ECAI), 2023 Weixin Wu H. Zhuo 76 1 0 26 Jul 2023
On the Connection between Pre-training Data Diversity and Fine-tuning RobustnessNeural Information Processing Systems (NeurIPS), 2023 Vivek Ramanujan Thao Nguyen Sewoong Oh Ludwig Schmidt Ali Farhadi OOD 162 33 0 24 Jul 2023
Instruction-following Evaluation through Verbalizer Manipulation Shiyang Li Jun Yan Hai Wang Zheng Tang Xiang Ren Vijay Srinivasan Hongxia Jin 260 32 0 20 Jul 2023
Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling Longyue Wang Zefeng Du Donghua Liu Cai Deng Dian Yu Haiyun Jiang Yan Wang Leyang Cui Shuming Shi Zhaopeng Tu CoGe 212 10 0 16 Jul 2023