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 63 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 21 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 68 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 51 4 0 19 Aug 2024
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation Zhi Qu Chenchen Ding Taro Watanabe 75 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 34 4 0 29 May 2024
Multilingual k-Nearest-Neighbor Machine Translation David Stap Christof Monz 19 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 26 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 13 6 0 08 Jun 2023
Towards Higher Pareto Frontier in Multilingual Machine Translation Yi-Chong Huang Xiaocheng Feng Xinwei Geng Baohang Li Bing Qin 28 9 0 25 May 2023
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang 10 5 0 18 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages Sonal Sannigrahi Rachel Bawden 16 0 0 04 May 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 18 139 0 28 Mar 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 16 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 17 2 0 22 Mar 2023
Scaling Laws for Multilingual Neural Machine Translation Patrick Fernandes Behrooz Ghorbani Xavier Garcia Markus Freitag Orhan Firat 23 28 0 19 Feb 2023
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation Yaoming Zhu Zewei Sun Shanbo Cheng Yuyang Huang Liwei Wu Mingxuan Wang 21 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 12 8 0 19 Dec 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Shuhao Gu Bojie Hu Yang Feng CLL 23 11 0 03 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu J. Niehues 12 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 71 2 0 21 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 38 15 0 18 Oct 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? A. Ustun Asa Cooper Stickland 27 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 27 9 0 20 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 Mohit Bansal Francisco Guzman 29 16 0 29 Apr 2022
Multilingual Event Linking to Wikidata Adithya Pratapa Rishubh Gupta Teruko Mitamura 11 7 0 13 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 19 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 31 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 19 43 0 16 Mar 2022
Multi-Level Contrastive Learning for Cross-Lingual Alignment Beiduo Chen Wu Guo Bin Gu Quan Liu Yongchao Wang 13 5 0 26 Feb 2022
Using natural language prompts for machine translation Xavier Garcia Orhan Firat AI4CE 23 30 0 23 Feb 2022
Cedille: A large autoregressive French language model Martin Müller Florian Laurent 32 19 0 07 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 26 29 0 09 Jan 2022
Can Multilinguality benefit Non-autoregressive Machine Translation? Sweta Agrawal Julia Kreutzer Colin Cherry AI4CE 22 1 0 16 Dec 2021
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 57 73 0 03 Dec 2021
Towards Building ASR Systems for the Next Billion Users Tahir Javed Sumanth Doddapaneni A. Raman Kaushal Bhogale Gowtham Ramesh Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra 29 54 0 06 Nov 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings Alexandre Berard CLL 23 20 0 20 Oct 2021
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training Ankur Bapna Yu-An Chung Na Wu Anmol Gulati Ye Jia J. Clark Melvin Johnson Jason Riesa Alexis Conneau Yu Zhang VLM 49 94 0 20 Oct 2021
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning Seanie Lee Haebeom Lee Juho Lee S. Hwang MoMe CLL 27 16 0 06 Oct 2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents Biao Zhang Ankur Bapna Melvin Johnson A. Dabirmoghaddam N. Arivazhagan Orhan Firat 26 12 0 21 Sep 2021
Multilingual Translation via Grafting Pre-trained Language Models Zewei Sun Mingxuan Wang Lei Li AI4CE 181 22 0 11 Sep 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages Machel Reid Junjie Hu Graham Neubig Y. Matsuo 48 31 0 10 Sep 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation Haoran Xu Benjamin Van Durme Kenton W. Murray 42 57 0 09 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 23 70 0 07 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 31 3,552 0 03 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 27 147 0 01 Sep 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 80 0 06 Aug 2021