An Unsupervised Sentence Embedding Method by Mutual Information Maximization

25 September 2020

Zuozhu Liu

Papers citing "An Unsupervised Sentence Embedding Method by Mutual Information Maximization"

29 / 29 papers shown

Title
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 118 0 0 21 Oct 2024
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 195 7 0 12 Oct 2023
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 248 167 0 18 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 901 11,979 0 27 Aug 2019
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization Fan-Yun Sun Jordan Hoffmann Vikas Verma Jian Tang SSL 143 852 0 31 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 473 24,160 0 26 Jul 2019
Classification and Clustering of Arguments with Contextualized Word Embeddings Nils Reimers Benjamin Schiller Tilman Beck Johannes Daxenberger Christian Stab Iryna Gurevych 55 168 0 24 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 93,936 0 11 Oct 2018
Deep Graph Infomax Petar Velickovic W. Fedus William L. Hamilton Pietro Lio Yoshua Bengio R. Devon Hjelm GNN 112 2,368 0 27 Sep 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 273 2,649 0 20 Aug 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 80 846 0 17 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 262 10,152 0 10 Jul 2018
Learning Semantic Textual Similarity from Conversations Yinfei Yang Steve Yuan Daniel Cer Sheng-yi Kong Noah Constant Petr Pilar Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 53 160 0 20 Apr 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 86 633 0 14 Mar 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 75 540 0 07 Mar 2018
Measuring the Similarity of Sentential Arguments in Dialog Amita Misra B. Ecker M. Walker 84 62 0 06 Sep 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 292 1,870 0 31 Jul 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 199 2,099 0 05 May 2017
Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning Yacine Jernite Samuel R. Bowman David Sontag 73 111 0 23 Apr 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 462 4,444 0 18 Apr 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 117 692 0 07 Mar 2017
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 68 98 0 23 Nov 2016
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization Sebastian Nowozin Botond Cseke Ryota Tomioka GAN 113 1,648 0 02 Jun 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 139 572 0 10 Feb 2016
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 259 4,268 0 21 Aug 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 180 2,405 0 22 Jun 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 116 2,529 0 22 Jun 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 578 13,395 0 25 Aug 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 219 9,231 0 16 May 2014