SentEval: An Evaluation Toolkit for Universal Sentence Representations

14 March 2018

Douwe Kiela

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

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Title
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 215 421 0 24 Jan 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline Xiangyang Liu Tianxiang Sun Junliang He Jiawen Wu Lingling Wu Xinyu Zhang Hao Jiang Zhao Cao Xuanjing Huang Xipeng Qiu ELM 21 46 0 13 Oct 2021
The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design Yoav Levine Noam Wies Daniel Jannai D. Navon Yedid Hoshen Amnon Shashua AI4CE 27 36 0 09 Oct 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 27 8 0 14 Sep 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations Ziyi Yang Yinfei Yang Daniel Matthew Cer Eric F. Darve 25 22 0 10 Sep 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations Vladimir Araujo Andrés Villa Marcelo Mendoza Marie-Francine Moens Alvaro Soto 22 7 0 10 Sep 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation Jian-Yu Guan Zhuoer Feng Yamei Chen Ru He Xiaoxi Mao Changjie Fan Minlie Huang 31 31 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 Matthew Cer Yinfei Yang 41 527 0 19 Aug 2021
Czech News Dataset for Semantic Textual Similarity Jakub Sido Michal Seják O. Pražák Miloslav Konopík Václav Moravec 16 3 0 19 Aug 2021
Adversarial Training Helps Transfer Learning via Better Representations Zhun Deng Linjun Zhang Kailas Vodrahalli Kenji Kawaguchi James Y. Zou GAN 36 52 0 18 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 29 179 0 15 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 31 202 0 03 Jun 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Yu Wu Weiran Xu SSL 35 546 0 25 May 2021
Word2rate: training and evaluating multiple word embeddings as statistical transitions Gary Phua Shaowei Lin Dario Poletti 11 2 0 16 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 43 243 0 14 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 17 194 0 22 Mar 2021
CLEAR: Contrastive Learning for Sentence Representation Zhuofeng Wu Sinong Wang Jiatao Gu Madian Khabsa Fei Sun Hao Ma SSL 25 319 0 31 Dec 2020
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Matthew Cer Jax Law Eric F. Darve SSL 19 57 0 28 Dec 2020
GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 35 66 0 24 Nov 2020
Positional Artefacts Propagate Through Masked Language Model Embeddings Ziyang Luo Artur Kulmizev Xiaoxi Mao 22 41 0 09 Nov 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 6 213 0 02 Nov 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification Francesco Barbieri Jose Camacho-Collados Leonardo Neves Luis Espinosa-Anke VLM 11 698 0 23 Oct 2020
Do Adversarially Robust ImageNet Models Transfer Better? Hadi Salman Andrew Ilyas Logan Engstrom Ashish Kapoor A. Madry 32 416 0 16 Jul 2020
DiscSense: Automated Semantic Analysis of Discourse Markers Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller 6 7 0 02 Jun 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction Christoph Alt Aleksandra Gabryszak Leonhard Hennig NAI 13 34 0 17 Apr 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 31 377 0 13 Apr 2020
Embedding Compression with Isotropic Iterative Quantization Siyu Liao Jie Chen Yanzhi Wang Qinru Qiu Bo Yuan MQ 18 11 0 11 Jan 2020
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang W. Xu Jun Araki Graham Neubig 22 60 0 10 Nov 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 22 20 0 09 Nov 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 11 13 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 71 19,415 0 23 Oct 2019
Discovering the Compositional Structure of Vector Representations with Role Learning Networks Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 29 43 0 21 Oct 2019
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes Yujia Qin Fanchao Qi Sicong Ouyang Zhiyuan Liu Cheng Yang Yasheng Wang Qun Liu Maosong Sun 28 5 0 20 Oct 2019
Universal Text Representation from BERT: An Empirical Study Xiaofei Ma Zhiguo Wang Patrick K. L. Ng Ramesh Nallapati Bing Xiang OOD 11 65 0 17 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 40 11,663 0 27 Aug 2019
Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments Evan Racah C. Pal SSL 13 2 0 27 Jun 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 16 22 0 19 Jun 2019
PyRobot: An Open-source Robotics Framework for Research and Benchmarking Adithyavairavan Murali Tao Chen Kalyan Vasudev Alwala Dhiraj Gandhi Lerrel Pinto Saurabh Gupta Abhinav Gupta 16 107 0 19 Jun 2019
Unsupervised State Representation Learning in Atari Ankesh Anand Evan Racah Sherjil Ozair Yoshua Bengio Marc-Alexandre Côté R. Devon Hjelm SSL 27 253 0 19 Jun 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 44 1,388 0 24 May 2019
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 17 49 0 19 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 59 848 0 15 May 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 23 2,707 0 22 Jan 2019
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 43 54 0 20 Dec 2018
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context Timo Schick Hinrich Schütze AI4TS NAI 22 33 0 09 Nov 2018
Learning Finer-class Networks for Universal Representations Julien Girard-Satabin Y. Tamaazousti Hervé Le Borgne C´eline Hudelot SSL OOD 32 4 0 04 Oct 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 21 1,339 0 13 Sep 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 12 154 0 16 Jun 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 50 1,308 0 23 May 2018
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 16 2,093 0 05 May 2017