An efficient framework for learning sentence representations

7 March 2018

Papers citing "An efficient framework for learning sentence representations"

34 / 34 papers shown

Title
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 164 26 0 03 Jan 2025
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 107 818 0 18 Aug 2020
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 164 15 0 25 Oct 2019
Generating Sentences by Editing Prototypes Kelvin Guu Tatsunori B. Hashimoto Yonatan Oren Percy Liang 136 316 0 26 Sep 2017
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext John Wieting Jonathan Mallinson Kevin Gimpel 59 106 0 06 Jun 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 106 2,436 0 15 May 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 225 2,103 0 05 May 2017
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings John Wieting Kevin Gimpel 148 77 0 30 Apr 2017
Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning Yacine Jernite Samuel R. Bowman David Sontag 73 111 0 23 Apr 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
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 61 545 0 15 Aug 2016
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations Tom Kenter Alexey Borisov Maarten de Rijke 134 266 0 15 Jun 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,293 0 25 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 168 2,979 0 30 Mar 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 168 574 0 10 Feb 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 165 2,068 0 31 Dec 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 160 554 0 25 Nov 2015
Order-Embeddings of Images and Language Ivan Vendrov Ryan Kiros Sanja Fidler R. Urtasun 105 546 0 19 Nov 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 105 2,360 0 19 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 212 7,735 0 31 Aug 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 212 2,411 0 22 Jun 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 164 2,781 0 19 May 2015
Self-Adaptive Hierarchical Sentence Model Haiying Zhao Zhengdong Lu Pascal Poupart 70 191 0 20 Apr 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 135 3,118 0 28 Feb 2015
Gated Feedback Recurrent Neural Networks Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 72 829 0 09 Feb 2015
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 168 1,240 0 20 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 124 5,584 0 07 Dec 2014
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 153 1,011 0 05 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 615 13,422 0 25 Aug 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 251 9,242 0 16 May 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,638 0 01 May 2014
Multilingual Distributed Representations without Word Alignment Karl Moritz Hermann Phil Blunsom 109 156 0 20 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 392 33,521 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 665 31,490 0 16 Jan 2013