Learning Distributed Representations of Sentences from Unlabelled Data

10 February 2016

Papers citing "Learning Distributed Representations of Sentences from Unlabelled Data"

47 / 97 papers shown

Title
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 109 6,377 0 26 Sep 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 50 81 0 20 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 84 11,768 0 27 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei-Ye Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 42 37 0 22 Aug 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 18 22 0 19 Jun 2019
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 25 50 0 19 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 24 88 0 14 May 2019
Semantic Hilbert Space for Text Representation Learning Benyou Wang Qiuchi Li Massimo Melucci D. Song 32 42 0 26 Feb 2019
Learning protein sequence embeddings using information from structure Tristan Bepler Bonnie Berger 30 286 0 22 Feb 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 32 98 0 29 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 19 2 0 16 Jan 2019
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder Yunsu Kim Jiahui Geng Hermann Ney 19 41 0 06 Jan 2019
Zero-Shot Anticipation for Instructional Activities Fadime Sener Angela Yao LM&Ro 31 68 0 06 Dec 2018
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 287 623 0 04 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 83 93,140 0 11 Oct 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 11 333 0 22 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 20 62 0 12 Sep 2018
Assessing Composition in Sentence Vector Representations Allyson Ettinger Ahmed Elgohary C. Phillips Philip Resnik CoGe 20 78 0 11 Sep 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 40 9 0 18 Jul 2018
Enhancing Sentence Embedding with Generalized Pooling Qian Chen Zhenhua Ling Xiao-Dan Zhu 30 68 0 26 Jun 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 33 154 0 16 Jun 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 49 17 0 14 Jun 2018
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering Wuwei Lan Wei-ping Xu 20 121 0 12 Jun 2018
Quantum-inspired Complex Word Embedding Qiuchi Li Sagar Uprety Benyou Wang D. Song 19 31 0 29 May 2018
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors M. Khodak Nikunj Saunshi Yingyu Liang Tengyu Ma Brandon M Stewart Sanjeev Arora 40 98 0 14 May 2018
Domain Adapted Word Embeddings for Improved Sentiment Classification P. Sarma Yingyu Liang W. Sethares 24 68 0 11 May 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation Tiancheng Zhao Kyusong Lee M. Eskénazi DRL 24 141 0 22 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,996 0 20 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 27 328 0 30 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 37 633 0 14 Mar 2018
SufiSent - Universal Sentence Representations Using Suffix Encodings Siddhartha Brahma NAI 23 0 0 20 Feb 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 42 455 0 19 Feb 2018
Evaluating Compositionality in Sentence Embeddings Ishita Dasgupta Demi Guo Andreas Stuhlmuller S. Gershman Noah D. Goodman CoGe 29 121 0 12 Feb 2018
Efficient Large-Scale Multi-Modal Classification D. Kiela Edouard Grave Armand Joulin Tomáš Mikolov 35 141 0 06 Feb 2018
Learning to Organize Knowledge and Answer Questions with N-Gram Machines Fan Yang Jiazhong Nie William W. Cohen Ni Lao NAI 35 3 0 17 Nov 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 62 907 0 01 Aug 2017
Spherical Paragraph Model Ruqing Zhang J. Guo Yanyan Lan Jun Xu Xueqi Cheng 32 2 0 18 Jul 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 18 189 0 10 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 64 2,096 0 05 May 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 30 634 0 29 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 44 505 0 05 Apr 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 26 692 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 34 98 0 23 Nov 2016
Getting Started with Neural Models for Semantic Matching in Web Search Kezban Dilek Onal I. S. Altingövde Pinar Senkul Maarten de Rijke VLM 3DV 31 9 0 08 Nov 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 31 541 0 15 Aug 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016