Multi-task Sequence to Sequence Learning

19 November 2015

Papers citing "Multi-task Sequence to Sequence Learning"

50 / 350 papers shown

Title
Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information Lisa Fan Dong Yu Lu Wang AAML 9 20 0 14 Oct 2018
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 27 1,247 0 10 Oct 2018
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 45 761 0 06 Oct 2018
Learning Robust, Transferable Sentence Representations for Text Classification Wasi Uddin Ahmad Xueying Bai Nanyun Peng Kai-Wei Chang AI4TS OOD 25 5 0 28 Sep 2018
An analytic theory of generalization dynamics and transfer learning in deep linear networks Andrew Kyle Lampinen Surya Ganguli OOD 28 127 0 27 Sep 2018
From Audio to Semantics: Approaches to end-to-end spoken language understanding Parisa Haghani A. Narayanan M. Bacchiani Galen Chuang Neeraj Gaur Pedro J. Moreno Rohit Prabhavalkar Zhongdi Qu Austin Waters 13 150 0 24 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
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 23 51 0 18 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
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing Jetic Gū Hassan S. Shavarani Anoop Sarkar AIMat 22 24 0 06 Sep 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 17 56 0 04 Sep 2018
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models Devendra Singh Sachan Graham Neubig MoE 42 114 0 01 Sep 2018
Syntactic Scaffolds for Semantic Structures Swabha Swayamdipta Sam Thomson Kenton Lee Luke Zettlemoyer Chris Dyer Noah A. Smith 18 96 0 30 Aug 2018
Multi-Source Syntactic Neural Machine Translation Anna Currey Kenneth Heafield 18 23 0 30 Aug 2018
Contextual Parameter Generation for Universal Neural Machine Translation Emmanouil Antonios Platanios Mrinmaya Sachan Graham Neubig Tom Michael Mitchell 25 149 0 26 Aug 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 45 126 0 22 Aug 2018
Disentangled Representation Learning for Non-Parallel Text Style Transfer V. John Lili Mou Hareesh Bahuleyan Olga Vechtomova DRL 29 295 0 13 Aug 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 29 67 0 13 Aug 2018
Low-Latency Neural Speech Translation Jan Niehues Ngoc-Quan Pham Thanh-Le Ha Matthias Sperber A. Waibel 13 76 0 01 Aug 2018
Doubly Attentive Transformer Machine Translation Hasan Sait Arslan Mark Fishel G. Anbarjafari 35 13 0 30 Jul 2018
Recurrent Fusion Network for Image Captioning Wenhao Jiang Lin Ma Yu-Gang Jiang Wei Liu Tong Zhang ObjD 33 233 0 26 Jul 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 40 9 0 18 Jul 2018
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags Onur Güngör Suzan Üsküdarli Tunga Güngör 25 23 0 17 Jul 2018
"Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention Tianlang Chen Zhongping Zhang Quanzeng You Chen Fang Zhaowen Wang Hailin Jin Jiebo Luo 24 86 0 10 Jul 2018
Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction Xiangxi Shi Jianfei Cai Jiuxiang Gu Chenyu You 21 18 0 08 Jul 2018
Prior Attention for Style-aware Sequence-to-Sequence Models Lucas Sterckx Johannes Deleu Chris Develder T. Demeester 14 0 0 25 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 25 640 0 20 Jun 2018
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 36 66 0 19 Jun 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation Surafel Melaku Lakew Mauro Cettolo Marcello Federico 30 103 0 18 Jun 2018
Multi-Task Neural Models for Translating Between Styles Within and Across Languages Xing Niu Sudha Rao Marine Carpuat 19 75 0 12 Jun 2018
Exploiting Document Knowledge for Aspect-level Sentiment Classification Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier 17 167 0 12 Jun 2018
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 22 39 0 30 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 20 135 0 28 May 2018
Modeling Language Vagueness in Privacy Policies using Deep Neural Networks Fei Liu Nicole Lee Fella Kexin Liao 11 31 0 25 May 2018
Neural Argument Generation Augmented with Externally Retrieved Evidence Xinyu Hua Lu Wang LRM 19 61 0 25 May 2018
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text A. Mathews Lexing Xie Xuming He VLM 24 115 0 18 May 2018
Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach Poorya Zaremoodi Gholamreza Haffari 22 19 0 11 May 2018
Polite Dialogue Generation Without Parallel Data Tong Niu Joey Tianyi Zhou OffRL MoMe 22 168 0 08 May 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 14 171 0 25 Apr 2018
Scheduled Multi-Task Learning: From Syntax to Translation E. Kiperwasser Miguel Ballesteros 30 82 0 24 Apr 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 18 379 0 23 Apr 2018
A neural interlingua for multilingual machine translation Y. Lu Phillip Keung Faisal Ladhak Vikas Bhardwaj Shaonan Zhang Jason Sun AI4CE 34 125 0 23 Apr 2018
Neural-Davidsonian Semantic Proto-role Labeling Rachel Rudinger Adam R. Teichert Ryan Culkin Sheng Zhang Benjamin Van Durme VLM 11 24 0 21 Apr 2018
Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks Wasi Uddin Ahmad Xueying Bai Zhechao Huang Chao Jiang Nanyun Peng Kai-Wei Chang SSL 33 6 0 21 Apr 2018
Bootstrapping Generators from Noisy Data Laura Perez-Beltrachini Mirella Lapata 28 40 0 17 Apr 2018
Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision Sandro Pezzelle Ionut-Teodor Sorodoc Raffaella Bernardi 18 9 0 13 Apr 2018
Multi-Task Learning for Argumentation Mining in Low-Resource Settings Claudia Schulz Steffen Eger Johannes Daxenberger Tobias Kahse Iryna Gurevych LRM 7 68 0 11 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
Distributed Data Vending on Blockchain Jiayu Zhou Fengyi Tang He Zhu Ning Nan Ziheng Zhou 14 25 0 15 Mar 2018
Unpaired Image Captioning by Language Pivoting Jiuxiang Gu Chenyu You Jianfei Cai G. Wang 29 82 0 14 Mar 2018