Multi-task Sequence to Sequence Learning

19 November 2015

Papers citing "Multi-task Sequence to Sequence Learning"

50 / 350 papers shown

Title
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 81 83 0 08 Nov 2021
Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training Sangjoon Park Gwanghyun Kim Jeongsol Kim Boah Kim Jong Chul Ye ViT FedML MedIm 36 30 0 02 Nov 2021
Unifying Cross-lingual Summarization and Machine Translation with Compression Rate Yu Bai Heyan Huang Kai Fan Yang Gao Yi-Bo Zhu Jiaao Zhan Zewen Chi Boxing Chen 22 9 0 15 Oct 2021
Alternative Input Signals Ease Transfer in Multilingual Machine Translation Simeng Sun Angela Fan James Cross Vishrav Chaudhary C. Tran Philipp Koehn Francisco Guzman 32 16 0 15 Oct 2021
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits Julia Kreutzer David Vilar Artem Sokolov 49 15 0 13 Oct 2021
Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages Chenyang Li Gongxu Luo 32 1 0 02 Oct 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 126 82 0 26 Sep 2021
CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task Josef Jon Michal Novák João Paulo Aires Duvsan Varivs Ondrej Bojar 33 3 0 20 Sep 2021
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 41 99 0 19 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 35 3,576 0 03 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle Sebastian Borgeaud Jean-Baptiste Alayrac Carl Doersch Catalin Ionescu ... Olivier J. Hénaff M. Botvinick Andrew Zisserman Oriol Vinyals João Carreira MLLM VLM GNN 20 567 0 30 Jul 2021
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis Jingxiao Liu Susu Xu Mario Bergés Hae Young Noh 19 19 0 23 Jul 2021
Separating Skills and Concepts for Novel Visual Question Answering Spencer Whitehead Hui Wu Heng Ji Rogerio Feris Kate Saenko CoGe 35 34 0 19 Jul 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 33 58 0 09 Jul 2021
Specializing Multilingual Language Models: An Empirical Study Ethan C. Chau Noah A. Smith 27 27 0 16 Jun 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals Yuqi Ren Deyi Xiong 24 16 0 10 Jun 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets Marco Damonte Emilio Monti AIMat 38 6 0 08 Jun 2021
BERTGEN: Multi-task Generation through BERT Faidon Mitzalis Ozan Caglayan Pranava Madhyastha Lucia Specia VLM 21 7 0 07 Jun 2021
Predictive Representation Learning for Language Modeling Qingfeng Lan Luke N. Kumar Martha White Alona Fyshe OffRL AI4TS 18 1 0 29 May 2021
Computational Morphology with Neural Network Approaches Ling Liu AI4CE 32 8 0 19 May 2021
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation Giulio Zhou Gerasimos Lampouras 11 3 0 07 May 2021
Unified Detection of Digital and Physical Face Attacks Debayan Deb Xiaoming Liu Anil K. Jain CVBM AAML 21 31 0 05 Apr 2021
Low-Resource Neural Machine Translation for Southern African Languages Evander Nyoni Bruce A. Bassett 17 15 0 01 Apr 2021
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models Lorenzo Lupo Marco Dinarelli Laurent Besacier 42 16 0 31 Mar 2021
Embedding API Dependency Graph for Neural Code Generation Chen Lyu Ruyun Wang Hongyu Zhang Hanwen Zhang Songlin Hu GNN 31 20 0 29 Mar 2021
Self-Learning for Zero Shot Neural Machine Translation Surafel Melaku Lakew Matteo Negri Marco Turchi 21 1 0 10 Mar 2021
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 27 15 0 16 Feb 2021
Language Modelling as a Multi-Task Problem Leon Weber Jaap Jumelet Elia Bruni Dieuwke Hupkes 29 13 0 27 Jan 2021
Multi-Task Time Series Forecasting With Shared Attention Zekai Chen Jiaze E Xiao Zhang Hao Sheng Xiuzhen Cheng AI4TS 38 18 0 24 Jan 2021
Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead Hui Wu Yi R. Fung Heng Ji Rogerio Feris Kate Saenko 37 11 0 26 Nov 2020
Two-Way Neural Machine Translation: A Proof of Concept for Bidirectional Translation Modeling using a Two-Dimensional Grid Parnia Bahar Christopher Brix Hermann Ney 20 1 0 24 Nov 2020
Low-Dimensional Manifolds Support Multiplexed Integrations in Recurrent Neural Networks Arnaud Fanthomme R. Monasson 13 5 0 20 Nov 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization Nurul Lubis Christian Geishauser Michael Heck Hsien-Chin Lin Marco Moresi Carel van Niekerk Milica Gavsić OffRL 14 40 0 18 Nov 2020
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation Elisa Gugliotta Marco Dinarelli Olivier Kraif 6 6 0 10 Nov 2020
Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout Zhao Chen Jiquan Ngiam Yanping Huang Thang Luong Henrik Kretzschmar Yuning Chai Dragomir Anguelov 41 206 0 14 Oct 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments Muhammad Abdul-Mageed Chiyu Zhang AbdelRahim Elmadany Lyle Ungar 16 9 0 10 Oct 2020
Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang Chengxiang Zhai Hany Awadalla 37 68 0 06 Oct 2020
The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings Elliot Meyerson Risto Miikkulainen 21 12 0 05 Oct 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 28 82 0 23 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 48 609 0 10 Sep 2020
Multi-modal embeddings using multi-task learning for emotion recognition Aparna Khare Srinivas Parthasarathy Shiva Sundaram 17 18 0 10 Sep 2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations D. S. Berman Craig Howser T. Mehoke Jared D. Evans 32 9 0 26 Aug 2020
Learning Boost by Exploiting the Auxiliary Task in Multi-task Domain Jonghwa Yim Sang Hwan Kim 21 2 0 05 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Multi-task learning for natural language processing in the 2020s: where are we going? Joseph Worsham Jugal Kalita AIMat 22 76 0 22 Jul 2020
A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data Matthew B. A. McDermott Bret A. Nestor Evan Kim Wancong Zhang Anna Goldenberg Peter Szolovits Marzyeh Ghassemi Csail AI4TS 22 15 0 20 Jul 2020
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions Ahmed Alaa M. Schaar UQCV BDL 6 22 0 20 Jun 2020
Unified Representation Learning for Efficient Medical Image Analysis Ghada Zamzmi S. Rajaraman Sameer Kiran Antani 6 17 0 19 Jun 2020
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Ni Trieu Sebastian Goodman P. Narayana Kazoo Sone Radu Soricut ViT 8 7 0 15 Jun 2020