Simple, Scalable Adaptation for Neural Machine Translation

18 September 2019

Papers citing "Simple, Scalable Adaptation for Neural Machine Translation"

50 / 256 papers shown

Title
Adaptive multilingual speech recognition with pretrained models Ngoc-Quan Pham A. Waibel J. Niehues VLM 17 23 0 24 May 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 80 28 0 24 May 2022
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer A. Ustun Arianna Bisazza G. Bouma Gertjan van Noord Sebastian Ruder 48 32 0 24 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? A. Ustun Asa Cooper Stickland 37 7 0 23 May 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation Yichao Du Weizhi Wang Zhirui Zhang Boxing Chen Tong Xu Jun Xie Enhong Chen 51 18 0 23 May 2022
Stop Filtering: Multi-View Attribute-Enhanced Dialogue Learning Yiwei Li Bin Sun Shaoxiong Feng Kan Li 14 3 0 23 May 2022
Multilingual Machine Translation with Hyper-Adapters Christos Baziotis Mikel Artetxe James Cross Shruti Bhosale 69 21 0 22 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 24 4 0 19 May 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Victoria Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 40 139 0 12 May 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Joey Tianyi Zhou Colin Raffel 35 849 0 11 May 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bravzinskas Ramesh Nallapati Joey Tianyi Zhou Markus Dreyer 19 24 0 04 May 2022
Training Mixed-Domain Translation Models via Federated Learning Peyman Passban Tanya Roosta Rahul Gupta Ankit R. Chadha Clement Chung FedML AI4CE 23 18 0 03 May 2022
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks Chin-Lun Fu Zih-Ching Chen Yun-Ru Lee Hung-yi Lee 28 44 0 30 Apr 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavavs Fangyu Liu Nigel Collier E. Ponti Anna Korhonen 17 8 0 30 Apr 2022
Layer-wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition Xun Gong Y. Qian Houjun Huang Yanmin Qian 26 44 0 21 Apr 2022
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation Cheonbok Park H. Kim Ioan Calapodescu Hyun Chang Cho Vassilina Nikoulina AI4CE 35 2 0 20 Apr 2022
Infusing Linguistic Knowledge of SMILES into Chemical Language Models Ingoo Lee Hojung Nam 11 6 0 20 Apr 2022
On The Cross-Modal Transfer from Natural Language to Code through Adapter Modules Divyam Goel Raman Grover Fatemeh H. Fard 20 18 0 19 Apr 2022
Towards Best Practices for Training Multilingual Dense Retrieval Models Xinyu Crystina Zhang Kelechi Ogueji Xueguang Ma Jimmy J. Lin RALM 24 34 0 05 Apr 2022
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization Fadi Biadsy Youzheng Chen Xia Zhang Oleg Rybakov Andrew Rosenberg Pedro J. Moreno 28 13 0 23 Mar 2022
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer Huiyuan Lai Antonio Toral Malvina Nissim 11 13 0 16 Mar 2022
Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition Bethan Thomas Samuel Kessler S. Karout 16 70 0 07 Feb 2022
TransLog: A Unified Transformer-based Framework for Log Anomaly Detection Hongcheng Guo Xin-Xue Lin Jian Yang Yi Zhuang Jiaqi Bai Tieqiao Zheng Bo Zhang Zhoujun Li 22 19 0 31 Dec 2021
Parameter Differentiation based Multilingual Neural Machine Translation Qian Wang Jiajun Zhang 17 17 0 27 Dec 2021
Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages Hariom A. Pandya Bhavik Ardeshna Brijesh S. Bhatt 16 6 0 18 Dec 2021
Efficient Hierarchical Domain Adaptation for Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Jesse Dodge 23 42 0 16 Dec 2021
Communication-Efficient Federated Learning for Neural Machine Translation Tanya Roosta Peyman Passban Ankit R. Chadha FedML AI4CE 19 5 0 12 Dec 2021
Training Neural Networks with Fixed Sparse Masks Yi-Lin Sung Varun Nair Colin Raffel FedML 20 196 0 18 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 73 83 0 08 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 74 1,030 0 01 Nov 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings Alexandre Berard CLL 27 20 0 20 Oct 2021
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters A. Ustun Alexandre Berard Laurent Besacier Matthias Gallé 25 44 0 20 Oct 2021
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters Asa Cooper Stickland Alexandre Berard Vassilina Nikoulina AI4CE 11 28 0 18 Oct 2021
Composable Sparse Fine-Tuning for Cross-Lingual Transfer Alan Ansell E. Ponti Anna Korhonen Ivan Vulić CLL MoE 26 132 0 14 Oct 2021
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators Zhixing Tan Xiangwen Zhang Shuo Wang Yang Liu VLM LRM 213 52 0 13 Oct 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marian Simko Pavol Balázik Michal Trnka Filip Uhlárik 27 25 0 30 Sep 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 119 106 0 24 Sep 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples Qingnan Jiang Mingxuan Wang Jun Cao Shanbo Cheng Shujian Huang Lei Li 31 33 0 21 Sep 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech Katrin Tomanek Vicky Zayats Dirk Padfield K. Vaillancourt Fadi Biadsy 59 57 0 14 Sep 2021
Efficient Inference for Multilingual Neural Machine Translation Alexandre Berard Dain Lee S. Clinchant K. Jung Vassilina Nikoulina 39 12 0 14 Sep 2021
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 68 25 0 14 Sep 2021
xGQA: Cross-Lingual Visual Question Answering Jonas Pfeiffer Gregor Geigle Aishwarya Kamath Jan-Martin O. Steitz Stefan Roth Ivan Vulić Iryna Gurevych 31 56 0 13 Sep 2021
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties Xinyi Wang Yulia Tsvetkov Sebastian Ruder Graham Neubig 30 34 0 10 Sep 2021
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge Vinod Ganesan Pratyush Kumar 34 2 0 25 Aug 2021
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters Tilman Beck Bela Bohlender Christina Viehmann Vincent Hane Yanik Adamson Jaber Khuri Jonas Brossmann Jonas Pfeiffer Iryna Gurevych 13 15 0 18 Aug 2021
Modulating Language Models with Emotions Ruibo Liu Jason W. Wei Chenyan Jia Soroush Vosoughi 21 20 0 17 Aug 2021
More Parameters? No Thanks! Zeeshan Khan Kartheek Akella Vinay P. Namboodiri C. V. Jawahar 15 1 0 20 Jul 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation Wanying Xie Yang Feng Shuhao Gu Dong Yu 36 32 0 14 Jul 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task Yun Tang J. Pino Xian Li Changhan Wang Dmitriy Genzel 106 81 0 12 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