Title
MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators Qingyu Lu Liang Ding Kanjian Zhang Jinxia Zhang Dacheng Tao 22 3 0 22 Sep 2024
PARAPHRASUS : A Comprehensive Benchmark for Evaluating Paraphrase Detection Models Andrianos Michail Simon Clematide Juri Opitz 21 0 0 18 Sep 2024
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts Eleftheria Briakou Jiaming Luo Colin Cherry Markus Freitag 63 11 0 10 Sep 2024
Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation Vivek Iyer Bhavitvya Malik Pavel Stepachev Pinzhen Chen Barry Haddow Alexandra Birch ALM 26 3 0 23 Aug 2024
MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing Hao Zhou Zhijun Wang Shujian Huang Xin Huang Xue Han Junlan Feng Chao Deng Weihua Luo Jiajun Chen CLL MoE 41 5 0 21 Aug 2024
Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking Across Diverse Vocabularies Sai Koneru Matthias Huck M. Exel Jan Niehues 19 0 0 21 Aug 2024
Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in? Chengzhi Zhong Fei Cheng Qianying Liu Junfeng Jiang Zhen Wan Chenhui Chu Yugo Murawaki Sadao Kurohashi LRM 34 11 0 20 Aug 2024
CMU's IWSLT 2024 Simultaneous Speech Translation System Xi Xu Siqi Ouyang Brian Yan Patrick Fernandes William Chen Lei Li Graham Neubig Shinji Watanabe 21 1 0 14 Aug 2024
Conditioning LLMs with Emotion in Neural Machine Translation Charles Brazier Jean-Luc Rouas CVBM 23 2 0 06 Aug 2024
Meltemi: The first open Large Language Model for Greek Leon Voukoutis Dimitris Roussis Georgios Paraskevopoulos Sokratis Sofianopoulos Prokopis Prokopidis Vassilis Papavasileiou Athanasios Katsamanis Stelios Piperidis V. Katsouros VLM 20 7 0 30 Jul 2024
Teaching LLMs at Charles University: Assignments and Activities Jindřich Helcl Zdeněk Kasner Ondrej Dusek Tomasz Limisiewicz Dominik Macháček Tomáš Musil Jindrich Libovický 17 0 0 29 Jul 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain Pierre Colombo T. Pires Malik Boudiaf Rui Melo Dominic Culver Sofia Morgado Etienne Malaboeuf Gabriel Hautreux Johanne Charpentier Michael Desa ELM AILaw ALM 32 7 0 28 Jul 2024
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 50 10 0 26 Jul 2024
Improving Minimum Bayes Risk Decoding with Multi-Prompt David Heineman Yao Dou Wei-ping Xu 23 6 0 22 Jul 2024
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages Yinquan Lu Wenhao Zhu Lei Li Yu Qiao Fei Yuan 42 24 0 08 Jul 2024
Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data Minato Kondo T. Utsuro Masaaki Nagata CLL 28 4 0 03 Jul 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 46 2 0 29 Jun 2024
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors Marcos Vinícius Treviso Nuno M. Guerreiro Sweta Agrawal Ricardo Rei José P. Pombal Tânia Vaz Helena Wu Beatriz Silva Daan van Stigt André F. T. Martins LRM 21 7 0 27 Jun 2024
PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation Christoph Leiter Steffen Eger 27 7 0 26 Jun 2024
LumberChunker: Long-Form Narrative Document Segmentation André V. Duarte Joao Marques Miguel Graça M. Freire Lei Li Arlindo L. Oliveira 20 4 0 25 Jun 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 36 0 0 17 Jun 2024
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance Somnath Banerjee Avik Halder Rajarshi Mandal Sayan Layek Ian Soboroff Rima Hazra Animesh Mukherjee 52 0 0 17 Jun 2024
Investigating the translation capabilities of Large Language Models trained on parallel data only Javier García Gilabert Carlos Escolano Aleix Sant Savall Francesca de Luca Fornaciari Audrey Mash Xixian Liao Maite Melero LRM 34 2 0 13 Jun 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation Gonccalo R. A. Faria Sweta Agrawal António Farinhas Ricardo Rei José G. C. de Souza André F. T. Martins 19 4 0 28 May 2024
Word Alignment as Preference for Machine Translation Qiyu Wu Masaaki Nagata Zhongtao Miao Yoshimasa Tsuruoka 41 5 0 15 May 2024
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch MoMe 35 4 0 24 Apr 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? D. Zhu Pinzhen Chen Miaoran Zhang Barry Haddow Xiaoyu Shen Dietrich Klakow 32 9 0 22 Apr 2024
Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations Dayeon Ki Marine Carpuat 23 17 0 11 Apr 2024
Understanding Cross-Lingual Alignment -- A Survey Katharina Hämmerl Jindvrich Libovický Alexander M. Fraser 33 2 0 09 Apr 2024
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language Raphael Merx Aso Mahmudi Katrina Langford Leo Alberto de Araujo Ekaterina Vylomova 27 5 0 07 Apr 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison Maxime Bouthors Josep Crego François Yvon RALM 20 3 0 03 Apr 2024
Poro 34B and the Blessing of Multilinguality Risto Luukkonen Jonathan Burdge Elaine Zosa Aarne Talman Ville Komulainen Vaino Hatanpaa Peter Sarlin S. Pyysalo AI4CE 36 12 0 02 Apr 2024
Did Translation Models Get More Robust Without Anyone Even Noticing? Ben Peters André F. T. Martins 23 3 0 06 Mar 2024
TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement Zhaopeng Feng Yan Zhang Hao Li Bei Wu Jiayu Liao Wenqiang Liu Jun Lang Yang Feng Jian Wu Zuozhu Liu LRM 30 9 0 26 Feb 2024
Zero-shot cross-lingual transfer in instruction tuning of large language models Nadezhda Chirkova Vassilina Nikoulina LRM 30 3 0 22 Feb 2024
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning Hao Zhao Maksym Andriushchenko Francesco Croce Nicolas Flammarion ALM 89 44 0 07 Feb 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 39 33 0 01 Feb 2024
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models Jianhui Pang Fanghua Ye Longyue Wang Dian Yu Derek F. Wong Shuming Shi Zhaopeng Tu ALM 25 6 0 16 Jan 2024
Model-Based Minimum Bayes Risk Decoding for Text Generation Yuu Jinnai Tetsuro Morimura Ukyo Honda Kaito Ariu Kenshi Abe 10 6 0 09 Nov 2023
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task Ricardo Rei Marcos Vinícius Treviso Nuno M. Guerreiro Chrysoula Zerva Ana C. Farinha ... T. Glushkova Duarte M. Alves A. Lavie Luísa Coheur André F. T. Martins 52 137 0 13 Sep 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT Jörg Tiedemann 160 163 0 13 Oct 2020