Multi-task Sequence to Sequence Learning

19 November 2015

Papers citing "Multi-task Sequence to Sequence Learning"

50 / 101 papers shown

Title
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection Jiaqing Zhang Mingxiang Cao Weiying Xie Jie Lei Daixun Li Wenbo Huang Yunsong Li Xue Yang 48 4 0 28 Jan 2025
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation Xing Zhang Jiaheng Wen Fangkai Yang Pu Zhao Yu Kang ... Qingwei Lin Yingnong Dang Saravan Rajmohan Dongmei Zhang Qi Zhang 53 2 0 28 Jan 2025
Table Transformers for Imputing Textual Attributes Ting-Ruen Wei Yuan Wang Yoshitaka Inoue Hsin-Tai Wu Yi Fang LMTD 27 0 0 04 Aug 2024
Adaptive multi-gradient methods for quasiconvex vector optimization and applications to multi-task learning Nguyen Anh Minh L. Muu Tran Ngoc Thang 11 0 0 09 Feb 2024
A Case Study on Context Encoding in Multi-Encoder based Document-Level Neural Machine Translation Ramakrishna Appicharla Baban Gain Santanu Pal Asif Ekbal 27 1 0 11 Aug 2023
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval Jiapeng Wang Chengyu Wang Xiaodan Wang Jun Huang Lianwen Jin VLM 29 4 0 28 May 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 25 29 0 14 May 2023
Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation Lei Liu J. Huang CLL 16 2 0 12 May 2023
Exposing the Functionalities of Neurons for Gated Recurrent Unit Based Sequence-to-Sequence Model Yi-Ting Lee Da-Yi Wu Chih-Chun Yang Shou-De Lin MILM 17 0 0 27 Mar 2023
Scaling Laws for Multilingual Neural Machine Translation Patrick Fernandes Behrooz Ghorbani Xavier Garcia Markus Freitag Orhan Firat 28 28 0 19 Feb 2023
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment Chen Zhang L. F. D’Haro Qiquan Zhang Thomas Friedrichs Haizhou Li 21 7 0 18 Dec 2022
Is Encoder-Decoder Redundant for Neural Machine Translation? Yingbo Gao Christian Herold Zijian Yang Hermann Ney 19 4 0 21 Oct 2022
Design Perspectives of Multitask Deep Learning Models and Applications Yeshwant Singh Anupam Biswas Angshuman Bora Debashish Malakar Subham Chakraborty S. Bera 23 0 0 27 Sep 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 14 4 0 18 Apr 2022
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance Jiannan Xiang Huayang Li Defu Lian Guoping Huang Taro Watanabe Lemao Liu 31 0 0 29 Mar 2022
Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages Chenyang Li Gongxu Luo 21 1 0 02 Oct 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 31 3,560 0 03 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 29 147 0 01 Sep 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 25 27 0 16 Jun 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals Yuqi Ren Deyi Xiong 14 16 0 10 Jun 2021
Computational Morphology with Neural Network Approaches Ling Liu AI4CE 24 8 0 19 May 2021
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries Swathikiran Sudhakaran Sergio Escalera O. Lanz EgoV 25 15 0 16 Feb 2021
Language Modelling as a Multi-Task Problem Leon Weber Jaap Jumelet Elia Bruni Dieuwke Hupkes 15 13 0 27 Jan 2021
Multi-Task Time Series Forecasting With Shared Attention Zekai Chen Jiaze E Xiao Zhang Hao Sheng Xiuzhen Cheng AI4TS 30 18 0 24 Jan 2021
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 27 206 0 14 Oct 2020
The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings Elliot Meyerson Risto Miikkulainen 11 12 0 05 Oct 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 11 608 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 15 9 0 26 Aug 2020
Learning Boost by Exploiting the Auxiliary Task in Multi-task Domain Jonghwa Yim Sang Hwan Kim 14 2 0 05 Aug 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 29 653 0 01 Jun 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita T. Zhao AIMat 23 47 0 21 Apr 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 22 20 0 07 Jan 2020
Frosting Weights for Better Continual Training Xiaofeng Zhu Feng Liu Goce Trajcevski Dingding Wang FedML AI4CE CLL 28 5 0 07 Jan 2020
A Study of Multilingual Neural Machine Translation Xu Tan Yichong Leng Jiale Chen Yi Ren Tao Qin Tie-Yan Liu 14 8 0 25 Dec 2019
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 39 72 0 28 Nov 2019
Learning Sparse Sharing Architectures for Multiple Tasks Tianxiang Sun Yunfan Shao Xiaonan Li Pengfei Liu Hang Yan Xipeng Qiu Xuanjing Huang MoE 17 128 0 12 Nov 2019
Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel Melaku Lakew Alina Karakanta Marcello Federico Matteo Negri Marco Turchi 31 20 0 30 Oct 2019
One-To-Many Multilingual End-to-end Speech Translation Mattia Antonino Di Gangi Matteo Negri Marco Turchi 25 50 0 08 Oct 2019
Multilingual Neural Machine Translation for Zero-Resource Languages Surafel Melaku Lakew Marcello Federico Mattia Antonino Di Gangi Marco Turchi 20 15 0 16 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 43 1,232 0 11 Sep 2019
Multilingual and Multi-Aspect Hate Speech Analysis N. Ousidhoum Zizheng Lin Hongming Zhang Yangqiu Song Dit-Yan Yeung 24 282 0 29 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yifan Jiang Zhangyang Wang GAN 27 263 0 11 Aug 2019
OmniNet: A unified architecture for multi-modal multi-task learning Subhojeet Pramanik Priyanka Agrawal A. Hussain 13 41 0 17 Jul 2019
Task Selection Policies for Multitask Learning John Glover Chris Hokamp OffRL 24 7 0 14 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 19 228 0 10 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 13 14 0 24 Jun 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 25 26 0 14 Jun 2019
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network Wenmian Yang Weijia Jia Xiaojie Zhou Yutao Luo 21 141 0 10 May 2019