Title
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment Jiangnan Li Thuy-Trang Vu Christian Herold Amirhossein Tebbifakhr Shahram Khadivi Gholamreza Haffari 33 0 0 31 Mar 2025
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavas Heiko Paulheim 71 3 0 20 Jan 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation Zhi Qu Yiran Wang Jiannan Mao Chenchen Ding Hideki Tanaka Masao Utiyama Taro Watanabe LRM 40 0 0 06 Jan 2025
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation Langlin Huang Mengyu Bu Yang Feng 33 0 0 03 Nov 2024
Transfer Learning on Transformers for Building Energy Consumption Forecasting -- A Comparative Study Robert Spencer Surangika Ranathunga Mikael Boulic Andries van Heerden AI4TS 142 0 0 18 Oct 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 55 5 0 19 Aug 2024
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation Zhi Qu Chenchen Ding Taro Watanabe 85 1 0 12 Jun 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning E. Chimoto Jay Gala Orevaoghene Ahia Julia Kreutzer Bruce A. Bassett Sara Hooker VLM 42 4 0 29 May 2024
Multilingual k-Nearest-Neighbor Machine Translation David Stap Christof Monz 24 3 0 23 Oct 2023
Few-Shot Spoken Language Understanding via Joint Speech-Text Models Chung-Ming Chien Mingjiamei Zhang Ju-Chieh Chou Karen Livescu 34 3 0 09 Oct 2023
KIT's Multilingual Speech Translation System for IWSLT 2023 Danni Liu Thai-Binh Nguyen Sai Koneru Enes Yavuz Ugan Ngoc-Quan Pham Tuan-Nam Nguyen Tu Anh Dinh Carlos Mullov A. Waibel J. Niehues 23 6 0 08 Jun 2023
Revisiting Non-Autoregressive Translation at Scale Zhihao Wang Longyue Wang Jinsong Su Junfeng Yao Zhaopeng Tu 30 3 0 25 May 2023
Towards Higher Pareto Frontier in Multilingual Machine Translation Yi-Chong Huang Xiaocheng Feng Xinwei Geng Baohang Li Bing Qin 41 9 0 25 May 2023
Exploring Representational Disparities Between Multilingual and Bilingual Translation Models Neha Verma Kenton W. Murray Kevin Duh 14 0 0 23 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang 20 5 0 18 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages Sonal Sannigrahi Rachel Bawden 34 0 0 04 May 2023
UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining Hyung Won Chung Noah Constant Xavier Garcia Adam Roberts Yi Tay Sharan Narang Orhan Firat 23 50 0 18 Apr 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 35 140 0 28 Mar 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 23 8 0 27 Mar 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 30 2 0 22 Mar 2023
Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together! Shiwei Liu Tianlong Chen Zhenyu (Allen) Zhang Xuxi Chen Tianjin Huang Ajay Jaiswal Zhangyang Wang 32 29 0 03 Mar 2023
Scaling Laws for Multilingual Neural Machine Translation Patrick Fernandes Behrooz Ghorbani Xavier Garcia Markus Freitag Orhan Firat 38 29 0 19 Feb 2023
Measuring The Impact Of Programming Language Distribution Gabriel Orlanski Kefan Xiao Xavier Garcia Jeffrey Hui Joshua Howland J. Malmaud Jacob Austin Rishah Singh Michele Catasta 30 28 0 03 Feb 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 21 274 0 17 Jan 2023
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation Yaoming Zhu Zewei Sun Shanbo Cheng Yuyang Huang Liwei Wu Mingxuan Wang 28 10 0 20 Dec 2022
MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion Zi Gong Yinpeng Guo Pingyi Zhou Cuiyun Gao Yasheng Wang Zenglin Xu 14 8 0 19 Dec 2022
Democratizing Neural Machine Translation with OPUS-MT Jörg Tiedemann Mikko Aulamo Daria Bakshandaeva M. Boggia Stig-Arne Gronroos Tommi Nieminen Alessandro Raganato Yves Scherrer Raúl Vázquez Sami Virpioja 18 26 0 04 Dec 2022
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 23 11 0 20 Nov 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Shuhao Gu Bojie Hu Yang Feng CLL 35 11 0 03 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu J. Niehues 19 5 0 02 Nov 2022
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks Rochelle Choenni Dan Garrette Ekaterina Shutova 24 2 0 31 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 81 2 0 21 Oct 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier VLM MoE LRM 29 20 0 20 Oct 2022
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages Wenxiang Jiao Zhaopeng Tu Jiarui Li Wenxuan Wang Jen-tse Huang Shuming Shi 54 15 0 18 Oct 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? A. Ustun Asa Cooper Stickland 37 7 0 23 May 2022
Understanding and Mitigating the Uncertainty in Zero-Shot Translation Wenxuan Wang Wenxiang Jiao Shuo Wang Zhaopeng Tu Michael R. Lyu UQLM 35 9 0 20 May 2022
Building Machine Translation Systems for the Next Thousand Languages Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Firat D. Esch ... Apurva Shah Yanping Huang Z. Chen Yonghui Wu Macduff Hughes 56 98 0 09 May 2022
How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training? Shiyue Zhang Vishrav Chaudhary Naman Goyal James Cross Guillaume Wenzek Joey Tianyi Zhou Francisco Guzman 36 16 0 29 Apr 2022
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? Zhuoyuan Mao Chenhui Chu Raj Dabre Haiyue Song Zhen Wan Sadao Kurohashi 24 3 0 26 Apr 2022
Multilingual Event Linking to Wikidata Adithya Pratapa Rishubh Gupta Teruko Mitamura 24 7 0 13 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 24 24 0 08 Apr 2022
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation Ye Jia Yifan Ding Ankur Bapna Colin Cherry Yu Zhang Alexis Conneau Nobuyuki Morioka 47 20 0 24 Mar 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
Multi-Level Contrastive Learning for Cross-Lingual Alignment Beiduo Chen Wu Guo Bin Gu Quan Liu Yongchao Wang 23 5 0 26 Feb 2022
Using natural language prompts for machine translation Xavier Garcia Orhan Firat AI4CE 25 30 0 23 Feb 2022
Cedille: A large autoregressive French language model Martin Müller Florian Laurent 36 19 0 07 Feb 2022
mSLAM: Massively multilingual joint pre-training for speech and text Ankur Bapna Colin Cherry Yu Zhang Ye Jia Melvin Johnson Yong Cheng Simran Khanuja Jason Riesa Alexis Conneau VLM 21 111 0 03 Feb 2022
Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning Aditya Siddhant Ankur Bapna Orhan Firat Yuan Cao M. Chen Isaac Caswell Xavier Garcia ELM LRM 33 29 0 09 Jan 2022
Can Multilinguality benefit Non-autoregressive Machine Translation? Sweta Agrawal Julia Kreutzer Colin Cherry AI4CE 29 1 0 16 Dec 2021