Multi-task Sequence to Sequence Learning

19 November 2015

Papers citing "Multi-task Sequence to Sequence Learning"

50 / 350 papers shown

Title
Few-shot Text Classification with Distributional Signatures Yujia Bao Menghua Wu Shiyu Chang Regina Barzilay 34 166 0 16 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 35 263 0 11 Aug 2019
OmniNet: A unified architecture for multi-modal multi-task learning Subhojeet Pramanik Priyanka Agrawal A. Hussain 27 41 0 17 Jul 2019
Task Selection Policies for Multitask Learning John Glover Chris Hokamp OffRL 29 7 0 14 Jul 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Z. Chen Yonghui Wu 34 423 0 11 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
Correct-and-Memorize: Learning to Translate from Interactive Revisions Rongxiang Weng Hao Zhou Shujian Huang Lei Li Yifan Xia Jiajun Chen 17 16 0 08 Jul 2019
Multi-Task Networks With Universe, Group, and Task Feature Learning Shiva K. Pentyala Mengwen Liu Markus Dreyer 53 23 0 03 Jul 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 14 111 0 02 Jul 2019
Sharing Attention Weights for Fast Transformer Tong Xiao Yinqiao Li Jingbo Zhu Zhengtao Yu Tongran Liu 17 50 0 26 Jun 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models Chris Hokamp John Glover D. Ghalandari 21 14 0 24 Jun 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier 11 234 0 17 Jun 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 35 26 0 14 Jun 2019
Continual and Multi-Task Architecture Search Ramakanth Pasunuru Joey Tianyi Zhou CLL 25 48 0 12 Jun 2019
Sentiment Tagging with Partial Labels using Modular Architectures Xiao Zhang Dan Goldwasser 17 9 0 03 Jun 2019
Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains Elliot Meyerson Risto Miikkulainen OOD 14 30 0 31 May 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 18 223 0 28 May 2019
DSReg: Using Distant Supervision as a Regularizer Yuxian Meng Muyu Li Xiaoya Li Wei Wu Jiwei Li 17 3 0 28 May 2019
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative Shunsuke Kitada Hitoshi Iyatomi Yoshifumi Seki 16 8 0 17 May 2019
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network Wenmian Yang Weijia Jia Xiaojie Zhou Yutao Luo 23 141 0 10 May 2019
Image Captioning with Clause-Focused Metrics in a Multi-Modal Setting for Marketing Philipp Harzig D. Zecha Rainer Lienhart Carolin Kaiser René Schallner 16 2 0 06 May 2019
Multi-Task Learning for Argumentation Mining Tobias Kahse 14 4 0 23 Apr 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 25 47 0 08 Apr 2019
Consistency by Agreement in Zero-shot Neural Machine Translation Maruan Al-Shedivat Ankur P. Parikh 24 57 0 04 Apr 2019
Multi-task Learning for Japanese Predicate Argument Structure Analysis Hikaru Omori Mamoru Komachi 12 7 0 03 Apr 2019
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network Raehyun Kim Hyunjae Kim Janghyuk Lee Jaewoo Kang 14 9 0 25 Mar 2019
The Missing Ingredient in Zero-Shot Neural Machine Translation N. Arivazhagan Ankur Bapna Orhan Firat Roee Aharoni Melvin Johnson Wolfgang Macherey 31 116 0 17 Mar 2019
Few-Shot and Zero-Shot Learning for Historical Text Normalization Marcel Bollmann N. Korchagina Anders Søgaard AI4TS VLM 15 2 0 12 Mar 2019
Practical Semantic Parsing for Spoken Language Understanding Marco Damonte Rahul Goel Tagyoung Chung ReLM 32 26 0 11 Mar 2019
Open Information Extraction from Question-Answer Pairs Nikita Bhutani Yoshihiko Suhara W. Tan A. Halevy H. V. Jagadish 17 16 0 01 Mar 2019
Multilingual Neural Machine Translation with Knowledge Distillation Xu Tan Yi Ren Di He Tao Qin Zhou Zhao Tie-Yan Liu 20 248 0 27 Feb 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 24 1,260 0 31 Jan 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Alex Jinpeng Wang Jan Hula Patrick Xia R. Pappagari R. Thomas McCoy ... Berlin Chen Benjamin Van Durme Edouard Grave Ellie Pavlick Samuel R. Bowman LRM VLM 20 27 0 28 Dec 2018
Learning to Refine Source Representations for Neural Machine Translation Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu 13 6 0 26 Dec 2018
Symbolic inductive bias for visually grounded learning of spoken language Grzegorz Chrupała 22 28 0 21 Dec 2018
Multi-task learning to improve natural language understanding Stefan Constantin Jan Niehues A. Waibel AIMat SyDa 11 5 0 17 Dec 2018
A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization Sendong Zhao Ting Liu Sicheng Zhao Fei Wang MedIm 18 113 0 14 Dec 2018
Multi-task Learning of Hierarchical Vision-Language Representation Duy-Kien Nguyen Takayuki Okatani 23 51 0 03 Dec 2018
Multi-task Learning over Graph Structures Pengfei Liu Jie Fu Yue Dong Xipeng Qiu Jackie C.K. Cheung GNN 10 7 0 26 Nov 2018
Predicting the time-evolution of multi-physics systems with sequence-to-sequence models K. Humbird J. Peterson R. McClarren AI4CE 12 3 0 14 Nov 2018
Improving Span-based Question Answering Systems with Coarsely Labeled Data Youlong Cheng Ming-Wei Chang HyoukJoong Lee Ankur P. Parikh Mingsheng Hong Blake A. Hechtman 17 1 0 05 Nov 2018
Improving Zero-Shot Translation of Low-Resource Languages Surafel Melaku Lakew Q. F. Lotito Matteo Negri Marco Turchi Marcello Federico 11 46 0 04 Nov 2018
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary Surafel Melaku Lakew A. Erofeeva Matteo Negri Marcello Federico Marco Turchi 21 62 0 03 Nov 2018
Neural Machine Translation into Language Varieties Surafel Melaku Lakew A. Erofeeva Marcello Federico 28 49 0 02 Nov 2018
Multilingual NMT with a language-independent attention bridge Raúl Vázquez Alessandro Raganato Jörg Tiedemann Mathias Creutz 9 46 0 01 Nov 2018
Latent Variable Model for Multi-modal Translation Iacer Calixto Miguel Rios Wilker Aziz 17 3 0 01 Nov 2018
Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset Hannah Rashkin Eric Michael Smith Margaret Li Y-Lan Boureau VLM 17 48 0 01 Nov 2018
Evaluating Text GANs as Language Models Guy Tevet Gavriel Habib Vered Shwartz Jonathan Berant EGVM 4 31 0 30 Oct 2018
Meta-Learning Multi-task Communication Pengfei Liu Xuanjing Huang FedML 11 8 0 23 Oct 2018
Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism Longyue Wang Zhaopeng Tu Andy Way Qun Liu 27 27 0 15 Oct 2018