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
Condenser: a Pre-training Architecture for Dense RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Luyu Gao Jamie Callan AI4CE 202 284 0 16 Apr 2021
Word2rate: training and evaluating multiple word embeddings as statistical transitions Gary Phua Shaowei Lin Dario Poletti 77 2 0 16 Apr 2021
Are Classes Clusters? Kees Varekamp 61 2 0 16 Apr 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task TrainingConference on Computational Natural Language Learning (CoNLL), 2021 Hassan Shahmohammadi Hendrik P. A. Lensch R. Baayen 152 19 0 15 Apr 2021
Sentence Embeddings by Ensemble Distillation Fredrik Carlsson Magnus Sahlgren 83 3 0 14 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 212 271 0 14 Apr 2021
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 James Y. Huang Kuan-Hao Huang Kai-Wei Chang 127 27 0 11 Apr 2021
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained AutoencodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Maarten De Raedt Fréderic Godin Pieter Buteneers Chris Develder Thomas Demeester 101 1 0 08 Apr 2021
Dynabench: Rethinking Benchmarking in NLPNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 364 459 0 07 Apr 2021
Exploring the Role of BERT Token Representations to Explain Sentence Probing ResultsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Hosein Mohebbi Ali Modarressi Mohammad Taher Pilehvar MILM 186 32 0 03 Apr 2021
Visual Grounding Strategies for Text-Only Natural Language Processing Damien Sileo 90 9 0 25 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 241 363 0 22 Mar 2021
RuSentEval: Linguistic Source, Encoder Force!Workshop on Balto-Slavic Natural Language Processing (BSNLP), 2021 Vladislav Mikhailov Ekaterina Taktasheva Elina Sigdel Ekaterina Artemova VLM 135 6 0 28 Feb 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual RetrievalEuropean Conference on Information Retrieval (ECIR), 2021 Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 175 25 0 21 Jan 2021
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge Violetta Shevchenko Damien Teney A. Dick Anton Van Den Hengel 195 31 0 15 Jan 2021
CLEAR: Contrastive Learning for Sentence Representation Zhuofeng Wu Sinong Wang Jiatao Gu Madian Khabsa Fei Sun Hao Ma SSL 173 342 0 31 Dec 2020
Universal Sentence Representation Learning with Conditional Masked Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 247 60 0 28 Dec 2020
Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks R. ShreeCharran R. Dubey AI4TS AIFin 91 1 0 01 Dec 2020
GLGE: A New General Language Generation Evaluation BenchmarkFindings (Findings), 2020 Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 199 72 0 24 Nov 2020
Positional Artefacts Propagate Through Masked Language Model Embeddings Ziyang Luo Artur Kulmizev Xiaoxi Mao 230 41 0 09 Nov 2020
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads Zhengyan Zhang Fanchao Qi Zhiyuan Liu Qun Liu Maosong Sun VLM 156 34 0 07 Nov 2020
Probing Multilingual BERT for Genetic and Typological Signals Taraka Rama Lisa Beinborn Steffen Eger 189 26 0 04 Nov 2020
On the Sentence Embeddings from Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 168 237 0 02 Nov 2020
Vec2Sent: Probing Sentence Embeddings with Natural Language GenerationInternational Conference on Computational Linguistics (COLING), 2020 M. Kerscher Steffen Eger 149 1 0 01 Nov 2020
RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Tatiana Shavrina Alena Fenogenova Anton A. Emelyanov Denis Shevelev Ekaterina Artemova Valentin Malykh Vladislav Mikhailov Maria Tikhonova Andrey Chertok Andrey Evlampiev VLM ELM 176 93 0 29 Oct 2020
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Yongchang Hao Shilin He Wenxiang Jiao Zhaopeng Tu Michael Lyu Xing Wang 226 31 0 24 Oct 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet ClassificationFindings (Findings), 2020 Francesco Barbieri Jose Camacho-Collados Leonardo Neves Luis Espinosa-Anke VLM 297 848 0 23 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Minghan Li He Bai Luchen Tan Kun Xiong Ming Li Jimmy J. Lin FedML 130 1 0 21 Oct 2020
Assessing Phrasal Representation and Composition in Transformers Lang-Chi Yu Allyson Ettinger CoGe 229 70 0 08 Oct 2020
An Unsupervised Sentence Embedding Method by Mutual Information MaximizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing SSL 228 187 0 25 Sep 2020
Modeling Text with Decision Forests using Categorical-Set Splits Mathieu Guillame-Bert Sebastian Bruch Petr Mitrichev Petr Mikheev Jan Pfeifer 248 2 0 21 Sep 2020
Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous HeadlinesInternational Workshop on Semantic Evaluation (SemEval), 2020 Shuning Jin Yue Yin XianE Tang Ted Pedersen 134 2 0 06 Sep 2020
Exploration of Gender Differences in COVID-19 Discourse on Reddit Jai Aggarwal Ella Rabinovich S. Stevenson 100 22 0 13 Aug 2020
Do Adversarially Robust ImageNet Models Transfer Better?Neural Information Processing Systems (NeurIPS), 2020 Hadi Salman Andrew Ilyas Logan Engstrom Ashish Kapoor Aleksander Madry 302 462 0 16 Jul 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 404 1,097 0 03 Jul 2020
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation Steffen Eger Johannes Daxenberger Iryna Gurevych 206 12 0 16 Jun 2020
BERT Loses Patience: Fast and Robust Inference with Early Exit Wangchunshu Zhou Canwen Xu Tao Ge Julian McAuley Ke Xu Furu Wei 290 393 0 07 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 356 520 0 05 Jun 2020
DiscSense: Automated Semantic Analysis of Discourse MarkersInternational Conference on Language Resources and Evaluation (LREC), 2020 Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller 116 8 0 02 Jun 2020
Attention Word EmbeddingInternational Conference on Computational Linguistics (COLING), 2020 Shashank Sonkar Andrew E. Waters Richard G. Baraniuk 120 15 0 01 Jun 2020
P-SIF: Document Embeddings Using Partition Averaging Vivek Gupta A. Saw Pegah Nokhiz Praneeth Netrapalli Piyush Rai Partha P. Talukdar 117 25 0 18 May 2020
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models Jize Cao Zhe Gan Yu Cheng Licheng Yu Yen-Chun Chen Jingjing Liu VLM 248 137 0 15 May 2020
KLEJ: Comprehensive Benchmark for Polish Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Piotr Rybak Robert Mroczkowski Janusz Tracz Ireneusz Gawlik ELM 114 90 0 01 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer LearningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Dong Wang Iryna Gurevych CLL MoMe 732 1,009 0 01 May 2020
BURT: BERT-inspired Universal Representation from Twin Structure Yian Li Hai Zhao 87 0 0 29 Apr 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Christoph Alt Aleksandra Gabryszak Leonhard Hennig NAI 130 34 0 17 Apr 2020
CLUE: A Chinese Language Understanding Evaluation BenchmarkInternational Conference on Computational Linguistics (COLING), 2020 Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 292 425 0 13 Apr 2020
jiant: A Software Toolkit for Research on General-Purpose Text Understanding ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Yada Pruksachatkun Philip Yeres Haokun Liu Jason Phang Phu Mon Htut Alex Jinpeng Wang Ian Tenney Samuel R. Bowman SSeg 226 96 0 04 Mar 2020
Efficient Sentence Embedding via Semantic Subspace AnalysisInternational Conference on Pattern Recognition (ICPR), 2020 Bin Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo 169 10 0 22 Feb 2020
On the impressive performance of randomly weighted encoders in summarization tasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Jonathan Pilault Jaehong Park C. Pal BDL 129 6 0 21 Feb 2020

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SentEval: An Evaluation Toolkit for Universal Sentence Representations

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