A Survey On Neural Word Embeddings

5 October 2021

Papers citing "A Survey On Neural Word Embeddings"

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Title
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 546 41,106 0 28 May 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 234 146 0 16 Mar 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 76 1,489 0 27 Feb 2020
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 103 1,724 0 26 Nov 2019
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 292 6,420 0 26 Sep 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 210 3,659 0 06 Aug 2019
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 77 804 0 29 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 469 24,160 0 26 Jul 2019
Morphological Word Embeddings Ryan Cotterell Hinrich Schütze 30 101 0 04 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 201 8,386 0 19 Jun 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 112 898 0 19 Apr 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 163 3,714 0 09 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.2K 93,936 0 11 Oct 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 221 2,830 0 11 Jun 2018
Diachronic word embeddings and semantic shifts: a survey Andrey Kutuzov Lilja Øvrelid Terrence Szymanski Erik Velldal AI4TS 48 301 0 09 Jun 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 194 1,390 0 31 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 66 337 0 10 May 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 761 7,080 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 145 11,520 0 15 Feb 2018
A Survey of Word Embeddings Evaluation Methods Amir Bakarov 55 183 0 21 Jan 2018
Making Sense of Word Embeddings Maria Pelevina Nikolay Arefiev Chris Biemann Alexander Panchenko SSL 50 135 0 10 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 111 907 0 01 Aug 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 270 1,870 0 31 Jul 2017
Hierarchical Embeddings for Hypernymy Detection and Directionality K. Nguyen Maximilian Köper Sabine Schulte im Walde Ngoc Thang Vu 49 104 0 23 Jul 2017
A Mixture Model for Learning Multi-Sense Word Embeddings Dai Quoc Nguyen Dat Quoc Nguyen Ashutosh Modi Stefan Thater Manfred Pinkal 42 38 0 15 Jun 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 74 529 0 15 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 524 129,831 0 12 Jun 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules Ivan Vulić N. Mrksic Roi Reichart Diarmuid Ó Séaghdha S. Young Anna Korhonen 49 48 0 01 Jun 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 183 2,610 0 09 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 456 4,444 0 18 Apr 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 148 1,329 0 15 Apr 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 200 9,944 0 15 Jul 2016
The LAMBADA dataset: Word prediction requiring a broad discourse context Denis Paperno Germán Kruszewski Angeliki Lazaridou Q. N. Pham Raffaella Bernardi Sandro Pezzelle Marco Baroni Gemma Boleda Raquel Fernández 106 698 0 20 Jun 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 184 8,067 0 16 Jun 2016
A Joint Model for Word Embedding and Word Morphology Kris Cao Marek Rei 29 88 0 08 Jun 2016
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction K. Nguyen Sabine Schulte im Walde Ngoc Thang Vu 32 141 0 25 May 2016
Counter-fitting Word Vectors to Linguistic Constraints N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic L. Rojas-Barahona Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 71 483 0 02 Mar 2016
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 101 1,875 0 07 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 120 1,232 0 04 Nov 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 81 1,665 0 26 Aug 2015
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning Jianpeng Cheng Dimitri Kartsaklis CoGe 53 74 0 10 Aug 2015
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation Wang Ling Tiago Luís Luís Marujo Ramón Fernández Astudillo Silvio Amir Chris Dyer A. Black Isabel Trancoso CoGe 56 642 0 09 Aug 2015
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes S. Rothe Hinrich Schütze 42 285 0 04 Jul 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 60 234 0 02 Jun 2015
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space Arvind Neelakantan Jeevan Shankar Alexandre Passos Andrew McCallum 65 464 0 24 Apr 2015
A Simple and Efficient Method To Generate Word Sense Representations Luis Nieto Piña Richard Johansson 35 19 0 18 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 422 27,205 0 01 Sep 2014
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 84 1,304 0 15 Aug 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 72 253 0 16 May 2014
Word Emdeddings through Hellinger PCA R. Lebret R. Collobert 70 230 0 19 Dec 2013