Learned in Translation: Contextualized Word Vectors

1 August 2017

Papers citing "Learned in Translation: Contextualized Word Vectors"

50 / 395 papers shown

Title
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 13 385 0 14 Dec 2020
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search Adam Hare Yu Chen Yinan Liu Zhenming Liu Christopher G. Brinton 40 2 0 02 Dec 2020
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification Daniel Palomino José Eduardo Ochoa Luna 19 7 0 18 Nov 2020
Topology of Word Embeddings: Singularities Reflect Polysemy A. Jakubowski Milica Gasic Marcus Zibrowius 29 15 0 18 Nov 2020
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks Nikolaos Stylianou I. Vlahavas 14 3 0 10 Nov 2020
CharBERT: Character-aware Pre-trained Language Model Wentao Ma Yiming Cui Chenglei Si Ting Liu Shijin Wang Guoping Hu 31 104 0 03 Nov 2020
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 14 157 0 28 Oct 2020
Pre-training Text-to-Text Transformers for Concept-centric Common Sense Wangchunshu Zhou Dong-Ho Lee Ravi Kiran Selvam Seyeon Lee Bill Yuchen Lin Xiang Ren LRM VLM 11 71 0 24 Oct 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 39 51 0 23 Oct 2020
Domain Divergences: a Survey and Empirical Analysis Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann 170 37 0 23 Oct 2020
Bilinear Fusion of Commonsense Knowledge with Attention-Based NLI Models Amit Gajbhiye T. Winterbottom Noura Al Moubayed S. Bradley 28 4 0 22 Oct 2020
TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis Mohiuddin Md Abdul Qudar Vijay K. Mago SSeg 28 35 0 17 Oct 2020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders Junjie Hu Melvin Johnson Orhan Firat Aditya Siddhant Graham Neubig 23 56 0 15 Oct 2020
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli? Maryam Hashemzadeh Greta Kaufeld Martha White Andrea E. Martin Alona Fyshe MILM 19 6 0 14 Oct 2020
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Nikunj Saunshi Sadhika Malladi Sanjeev Arora 22 86 0 07 Oct 2020
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging G. Liang Connor Greenwell Yu Zhang Xiaoqin Wang Ramakanth Kavuluru Nathan Jacobs 42 21 0 06 Oct 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training Dong Xu Junhui Li Muhua Zhu Min Zhang Guodong Zhou AIMat 18 68 0 05 Oct 2020
Syntax Representation in Word Embeddings and Neural Networks -- A Survey Tomasz Limisiewicz David Marecek NAI 23 9 0 02 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 26 50 0 02 Oct 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 43 157 0 06 Aug 2020
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation Qiong Wu Adam Hare Sirui Wang Yuwei Tu Zhenming Liu Christopher G. Brinton Yanhua Li 18 13 0 05 Aug 2020
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks H. H. Mao BDL SSL 6 50 0 01 Jul 2020
SE3M: A Model for Software Effort Estimation Using Pre-trained Embedding Models E. M. D. B. Fávero Dalcimar Casanova Andrey R. Pimentel 22 11 0 30 Jun 2020
Pre-training via Paraphrasing M. Lewis Marjan Ghazvininejad Gargi Ghosh Armen Aghajanyan Sida I. Wang Luke Zettlemoyer AIMat 24 158 0 26 Jun 2020
Improving accuracy and speeding up Document Image Classification through parallel systems Javier Ferrando J. L. Domínguez Jordi Torres Raul Garcia David García Daniel Garrido J. Cortada M. Valero 54 25 0 16 Jun 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 30 72 0 31 May 2020
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 50 40,200 0 28 May 2020
Rethinking Dialogue State Tracking with Reasoning Lizi Liao Yunshan Ma Wenqiang Lei Tat-Seng Chua OffRL 8 2 0 27 May 2020
Improving Segmentation for Technical Support Problems Kushal Chauhan Abhirut Gupta 23 1 0 22 May 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 23 584 0 17 May 2020
Support-BERT: Predicting Quality of Question-Answer Pairs in MSDN using Deep Bidirectional Transformer Bhaskar Sen Nikhil Gopal Xinwei Xue OOD 17 10 0 17 May 2020
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages Tyler A. Chang Anna N. Rafferty 27 2 0 17 May 2020
Do not let the history haunt you -- Mitigating Compounding Errors in Conversational Question Answering Angrosh Mandya James OÑeill Danushka Bollegala Frans Coenen 24 8 0 12 May 2020
Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks Kervy Rivas Rojas Gina Bustamante Arturo Oncevay Marco Antonio Sobrevilla Cabezudo 11 21 0 05 May 2020
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei-ping Xu Alan Ritter 59 114 0 04 May 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 14 30 0 03 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 526 0 02 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 42 207 0 01 May 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 16 72 0 30 Apr 2020
"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition Yichao Zhou Jyun-Yu Jiang Jieyu Zhao Kai-Wei Chang Wei Wang 12 12 0 29 Apr 2020
Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianelli Marco Del Tredici Raquel Fernández 22 182 0 29 Apr 2020
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP M Saiful Bari Tasnim Mohiuddin Chenyu You 26 24 0 28 Apr 2020
Faster Depth-Adaptive Transformers Yijin Liu Fandong Meng Jie Zhou Jinan Xu Jinan Xu 19 2 0 27 Apr 2020
Augmenting Transformers with KNN-Based Composite Memory for Dialogue Angela Fan Claire Gardent Chloé Braud Antoine Bordes RALM 39 75 0 27 Apr 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing Mengjie Zhao Philipp Dufter Yadollah Yaghoobzadeh Hinrich Schütze 25 27 0 25 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 21 351 0 21 Apr 2020
Investigating the Effectiveness of Representations Based on Pretrained Transformer-based Language Models in Active Learning for Labelling Text Datasets Jinghui Lu B. MacNamee 18 19 0 21 Apr 2020
Pre-training Text Representations as Meta Learning Shangwen Lv Yuechen Wang Daya Guo Duyu Tang Nan Duan ... Ryan Ma Daxin Jiang Guihong Cao Ming Zhou Songlin Hu AIMat SSL AI4CE 8 9 0 12 Apr 2020
Improving Readability for Automatic Speech Recognition Transcription Junwei Liao Sefik Emre Eskimez Liyang Lu Yu Shi Ming Gong Linjun Shou Hong Qu Michael Zeng 27 55 0 09 Apr 2020
Analyzing Redundancy in Pretrained Transformer Models Fahim Dalvi Hassan Sajjad Nadir Durrani Yonatan Belinkov 20 2 0 08 Apr 2020