Learned in Translation: Contextualized Word Vectors

1 August 2017

Papers citing "Learned in Translation: Contextualized Word Vectors"

50 / 395 papers shown

Title
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 21 1,090 0 06 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 71 955 0 24 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 225 146 0 16 Mar 2020
Sentiment Analysis with Contextual Embeddings and Self-Attention Katarzyna Biesialska Magdalena Biesialska H. Rybinski 38 3 0 12 Mar 2020
ProGen: Language Modeling for Protein Generation Ali Madani Bryan McCann Nikhil Naik N. Keskar N. Anand Raphael R. Eguchi Po-Ssu Huang R. Socher 31 275 0 08 Mar 2020
Depth-Adaptive Graph Recurrent Network for Text Classification Yijin Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 31 3 0 29 Feb 2020
Squashed Shifted PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces Z. Assylbekov Alibi Jangeldin 14 0 0 27 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 15 5 0 20 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 64 152 0 13 Feb 2020
Few-Shot Learning as Domain Adaptation: Algorithm and Analysis Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen 11 12 0 06 Feb 2020
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng Sai Sumanth Miryala Chandra Khatri Runze Wang H. Zheng ... Mahdi Namazifar Alexandros Papangelis Hugh Williams Franziska Bell Gokhan Tur 33 50 0 28 Jan 2020
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings Luke Melas-Kyriazi George Han Celine Liang 22 12 0 25 Jan 2020
A Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 21 1 0 23 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 27 7 0 20 Jan 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 27 114 0 13 Jan 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Ziyi Yang Chenguang Zhu R. Gmyr Michael Zeng Xuedong Huang Eric Darve 20 61 0 03 Jan 2020
Learning and Evaluating Contextual Embedding of Source Code Aditya Kanade Petros Maniatis Gogul Balakrishnan Kensen Shi ELM 19 76 0 21 Dec 2019
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 50 201 0 20 Dec 2019
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings Niels van der Heijden Samira Abnar Ekaterina Shutova 42 16 0 15 Dec 2019
Extracting clinical concepts from user queries Yue Zhao J. Handley 14 1 0 12 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 49 395 0 11 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 312 0 04 Dec 2019
DeFINE: DEep Factorized INput Token Embeddings for Neural Sequence Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi AI4TS 36 23 0 27 Nov 2019
Semi-Supervised Learning for Text Classification by Layer Partitioning Alexander Hanbo Li A. Sethy 28 12 0 26 Nov 2019
Word-Class Embeddings for Multiclass Text Classification Alejandro Moreo Andrea Esuli Fabrizio Sebastiani 16 33 0 26 Nov 2019
A Transformer-based approach to Irony and Sarcasm detection Rolandos Alexandros Potamias Georgios Siolas A. Stafylopatis 33 206 0 23 Nov 2019
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model Timothee Mickus Denis Paperno Mathieu Constant Kees van Deemter 26 45 0 13 Nov 2019
Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling Timothee Mickus Denis Paperno Mathieu Constant 16 29 0 13 Nov 2019
Deep Contextualized Self-training for Low Resource Dependency Parsing Guy Rotman Roi Reichart 21 50 0 11 Nov 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Zihan Liu Jamin Shin Yan Xu Genta Indra Winata Peng Xu Andrea Madotto Pascale Fung 30 69 0 11 Nov 2019
BP-Transformer: Modelling Long-Range Context via Binary Partitioning Zihao Ye Qipeng Guo Quan Gan Xipeng Qiu Zheng-Wei Zhang 28 77 0 11 Nov 2019
Distilling Knowledge Learned in BERT for Text Generation Yen-Chun Chen Zhe Gan Yu Cheng Jingzhou Liu Jingjing Liu 18 28 0 10 Nov 2019
MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models Linqing Liu Haiquan Wang Jimmy J. Lin R. Socher Caiming Xiong 9 21 0 09 Nov 2019
Ruminating Word Representations with Random Noised Masker Hwiyeol Jo Byoung-Tak Zhang 19 0 0 08 Nov 2019
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge Pei Ke Haozhe Ji Siyang Liu Xiaoyan Zhu Minlie Huang 17 7 0 06 Nov 2019
CoKE: Contextualized Knowledge Graph Embedding Quan Wang Pingping Huang Haifeng Wang Songtai Dai Wenbin Jiang Jing Liu Yajuan Lyu Yong Zhu Hua Wu 19 84 0 06 Nov 2019
Sentence-Level BERT and Multi-Task Learning of Age and Gender in Social Media Muhammad Abdul-Mageed Chiyu Zhang Arun Rajendran AbdelRahim Elmadany Michael Przystupa L. Ungar 13 9 0 02 Nov 2019
On the Linguistic Representational Power of Neural Machine Translation Models Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass MILM 33 68 0 01 Nov 2019
Ordered Memory Songlin Yang Shawn Tan Seyedarian Hosseini Zhouhan Lin Alessandro Sordoni Aaron Courville 21 23 0 29 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 21 727 0 28 Oct 2019
FineText: Text Classification via Attention-based Language Model Fine-tuning Yunzhe Tao Saurabh Gupta Satyapriya Krishna Xiong Zhou Orchid Majumder Vineet Khare 21 3 0 25 Oct 2019
A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings Lahari Poddar György Szarvas Lea Frermann 16 0 0 16 Oct 2019
Conversational Transfer Learning for Emotion Recognition Devamanyu Hazarika Soujanya Poria Roger Zimmermann Rada Mihalcea 27 17 0 11 Oct 2019
Detecting AI Trojans Using Meta Neural Analysis Xiaojun Xu Qi Wang Huichen Li Nikita Borisov Carl A. Gunter Bo-wen Li 26 320 0 08 Oct 2019
Investigating the Effectiveness of Representations Based on Word-Embeddings in Active Learning for Labelling Text Datasets Jinghui Lu M. Henchion Brian Mac Namee AI4TS 18 9 0 04 Oct 2019
Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data Subhabrata Mukherjee Ahmed Hassan Awadallah 18 25 0 04 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis Xin Li Lidong Bing Wenxuan Zhang W. Lam 28 277 0 02 Oct 2019
Better Document-Level Machine Translation with Bayes' Rule Lei Yu Laurent Sartran Wojciech Stokowiec Wang Ling Lingpeng Kong Phil Blunsom Chris Dyer 19 7 0 01 Oct 2019
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations Christian Hadiwinoto Hwee Tou Ng Wee Chung Gan 22 83 0 01 Oct 2019