Semi-supervised Sequence Learning

4 November 2015

Papers citing "Semi-supervised Sequence Learning"

50 / 177 papers shown

Title
UER: An Open-Source Toolkit for Pre-training Models Zhe Zhao Hui Chen Jinbin Zhang Xin Zhao Tao Liu Wei Lu Xi Chen Haotang Deng Qi Ju Xiaoyong Du 25 112 0 12 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 57 1,236 0 11 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 59 241 0 06 Sep 2019
Neural Attentive Bag-of-Entities Model for Text Classification Ikuya Yamada Hiroyuki Shindo 13 33 0 03 Sep 2019
Non-local Recurrent Neural Memory for Supervised Sequence Modeling Canmiao Fu Wenjie Pei Qiong Cao Chaopeng Zhang Yong Zhao Xiaoyong Shen Yu-Wing Tai 21 11 0 26 Aug 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 51 828 0 25 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 36 37 0 22 Aug 2019
"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer Xing Wu Tao Zhang Liangjun Zang Jizhong Han Songlin Hu 35 109 0 21 Aug 2019
Similarity Learning for Authorship Verification in Social Media Benedikt T. Boenninghoff R. M. Nickel Steffen Zeiler D. Kolossa 19 42 0 20 Aug 2019
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks S. Rothe Shashi Narayan Aliaksei Severyn SILM 69 433 0 29 Jul 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 21 228 0 10 Jul 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
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 99 1,581 0 11 Jun 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation Benjamin Heinzerling Michael Strube 10 36 0 04 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 22 84 0 02 Jun 2019
Gmail Smart Compose: Real-Time Assisted Writing Mengzhao Chen Benjamin Lee G. Bansal Yuan Cao Shuyuan Zhang ... Yinan Wang Andrew M. Dai Z. Chen Timothy Sohn Yonghui Wu 16 203 0 17 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu-Chiang Frank Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 80 1,551 0 08 May 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling Xiaochuang Han Jacob Eisenstein 14 20 0 04 Apr 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 30 433 0 14 Mar 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 22 129 0 27 Feb 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 38 3,674 0 09 Jan 2019
Learning to Explicitate Connectives with Seq2Seq Network for Implicit Discourse Relation Classification Junjie Zeng Yue Hu 12 32 0 05 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 80 92,954 0 11 Oct 2018
Unsupervised Learning via Meta-Learning Kyle Hsu Sergey Levine Chelsea Finn SSL OffRL 31 229 0 04 Oct 2018
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis Kelly W. Zhang Samuel R. Bowman 32 70 0 26 Sep 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
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS 22 25 0 29 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 35 425 0 27 Aug 2018
Exploiting Deep Learning for Persian Sentiment Analysis K. Dashtipour M. Gogate Ahsan Adeel C. Ieracitano H. Larijani Amir Hussain 12 54 0 15 Aug 2018
Interpretable Adversarial Perturbation in Input Embedding Space for Text Motoki Sato Jun Suzuki Hiroyuki Shindo Yuji Matsumoto 16 188 0 08 May 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 25 44 0 20 Apr 2018
Reinforced Co-Training Jiawei Wu Lei Li William Yang Wang OffRL 25 51 0 17 Apr 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 41 474 0 13 Mar 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses Trieu H. Trinh Andrew M. Dai Thang Luong Quoc V. Le 32 179 0 01 Mar 2018
Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Myeongjun Jang Seungwan Seo Pilsung Kang DRL 48 55 0 09 Feb 2018
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction Brandon Ballinger Johnson Hsieh Avesh Singh N. Sohoni Jack Wang ... G. Marcus Jose M. Sanchez Carol Maguire J. Olgin M. Pletcher HAI 26 129 0 07 Feb 2018
Scalable and accurate deep learning for electronic health records A. Rajkomar Eyal Oren Kai Chen Andrew M. Dai Nissan Hajaj ... A. Butte M. Howell Claire Cui Greg S. Corrado Jeffrey Dean OOD BDL 44 2,108 0 24 Jan 2018
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Ji Gao Jack Lanchantin M. Soffa Yanjun Qi AAML 47 707 0 13 Jan 2018
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition Devendra Singh Sachan P. Xie Mrinmaya Sachan Eric Xing MedIm 27 56 0 21 Nov 2017
On the Effective Use of Pretraining for Natural Language Inference Ignacio Cases Minh-Thang Luong Christopher Potts 33 6 0 05 Oct 2017
Disentangled Variational Auto-Encoder for Semi-supervised Learning Yang Li Quan Pan Suhang Wang Haiyun Peng Tao Yang Min Zhang DRL 21 86 0 15 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 56 907 0 01 Aug 2017
Learning audio sequence representations for acoustic event classification Zixing Zhang Ding Liu Jing Han Kun Qian Björn Schuller SSL AI4TS 38 14 0 27 Jul 2017
Dual Supervised Learning Yingce Xia Tao Qin Wei-neng Chen Jiang Bian Nenghai Yu Tie-Yan Liu SSL 26 143 0 03 Jul 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric Xing CML 35 82 0 29 May 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 19 634 0 29 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 44 504 0 05 Apr 2017