Title
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation Francois Meyer Jan Buys 90 1 0 29 Mar 2024
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context Nihar Ranjan Sahoo Pranamya Prashant Kulkarni Narjis Asad Arif Ahmad Tanu Goyal Aparna Garimella Pushpak Bhattacharyya 107 12 0 29 Mar 2024
KazParC: Kazakh Parallel Corpus for Machine Translation Rustem Yeshpanov Alina Polonskaya H. A. Varol 104 2 0 28 Mar 2024
EthioMT: Parallel Corpus for Low-resource Ethiopian Languages A. Tonja Olga Kolesnikova Alexander Gelbukh Jugal Kalita 26 1 0 28 Mar 2024
Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation Chenming Tang Zhixiang Wang Hao Sun 51 1 0 28 Mar 2024
A Tulu Resource for Machine Translation Manu Narayanan Noemi Aepli 59 4 0 28 Mar 2024
The Role of $n$ -gram Smoothing in the Age of Neural Networks Luca Malagutti Andrius Buinovskij Anej Svete Clara Meister Afra Amini Ryan Cotterell 84 7 0 25 Mar 2024
Advancing Speech Translation: A Corpus of Mandarin-English Conversational Telephone Speech Shannon Wotherspoon William Hartmann M. Snover 16 1 0 25 Mar 2024
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? Shaoxiong Ji Timothee Mickus Vincent Segonne Jörg Tiedemann CLL 85 4 0 25 Mar 2024
LLMs Are Few-Shot In-Context Low-Resource Language Learners Samuel Cahyawijaya Holy Lovenia Pascale Fung 103 49 0 25 Mar 2024
Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning Changtong Zan Liang Ding Li Shen Yibing Zhen Weifeng Liu Dacheng Tao 79 9 0 21 Mar 2024
A New Massive Multilingual Dataset for High-Performance Language Technologies Ona de Gibert Graeme Nail Nikolay Arefyev Marta Bañón Jelmer van der Linde ... Gema Ramírez-Sánchez Andrey Kutuzov S. Pyysalo Stephan Oepen Jörg Tiedemann VLM 102 25 0 20 Mar 2024
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation A. Tonja Israel Abebe Azime Tadesse Destaw Belay M. Yigezu Moges Ahmed Mehamed ... Olga Kolesnikova Philipp Slusallek Dietrich Klakow Shengwu Xiong Seid Muhie Yimam 130 8 0 20 Mar 2024
Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning Shivam Mhaskar Nirmesh J. Shah Mohammadi Zaki Ashish Gudmalwar Pankaj Wasnik R. Shah 64 2 0 20 Mar 2024
Pretraining Language Models Using Translationese Meet Doshi Raj Dabre Pushpak Bhattacharyya SyDa 90 2 0 20 Mar 2024
A Novel Paradigm Boosting Translation Capabilities of Large Language Models Jiaxin Guo Hao Yang Zongyao Li Daimeng Wei Hengchao Shang Xiaoyu Chen 98 7 0 18 Mar 2024
DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages Fahim Faisal Orevaoghene Ahia Aarohi Srivastava Kabir Ahuja David Chiang Yulia Tsvetkov Antonios Anastasopoulos 93 32 0 16 Mar 2024
Pointer-Generator Networks for Low-Resource Machine Translation: Don't Copy That! Niyati Bafna Philipp Koehn David Yarowsky 109 1 0 16 Mar 2024
MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling Tomasz Limisiewicz Terra Blevins Hila Gonen Orevaoghene Ahia Luke Zettlemoyer 90 17 0 15 Mar 2024
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models Chaoqun Liu Wenxuan Zhang Yiran Zhao Anh Tuan Luu Lidong Bing LRM 123 14 0 15 Mar 2024
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation Jiahuan Li Shanbo Cheng Shujian Huang Jiajun Chen 73 7 0 14 Mar 2024
Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs Ben Athiwaratkun Sujan Kumar Gonugondla Sanjay Krishna Gouda Haifeng Qian Hantian Ding ... Liangfu Chen Parminder Bhatia Ramesh Nallapati Sudipta Sengupta Bing Xiang 88 4 0 13 Mar 2024
SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes Timothee Mickus Elaine Zosa Raúl Vázquez Teemu Vahtola Jörg Tiedemann Vincent Segonne Alessandro Raganato Marianna Apidianaki HILM LRM 73 22 0 12 Mar 2024
ACT-MNMT Auto-Constriction Turning for Multilingual Neural Machine Translation Shaojie Dai Xin Liu Ping Luo Yue Yu LRM 64 1 0 11 Mar 2024
To Err Is Human, but Llamas Can Learn It Too Agnes Luhtaru Taido Purason Martin Vainikko Maksym Del Mark Fishel SyDa ALM 98 2 0 08 Mar 2024
A New Benchmark for Evaluating Automatic Speech Recognition in the Arabic Call Domain Qusai Abo Obaidah Muhy Eddin Za'ter Adnan Jaljuli Ali Mahboub Asma Hakouz Bashar Alfrou Yazan Estaitia 56 1 0 07 Mar 2024
Did Translation Models Get More Robust Without Anyone Even Noticing? Ben Peters André F. T. Martins 66 3 0 06 Mar 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models Luiza Amador Pozzobon Patrick Lewis Sara Hooker Beyza Ermis 97 12 0 06 Mar 2024
General2Specialized LLMs Translation for E-commerce Kaidi Chen Ben Chen Dehong Gao Huangyu Dai Wen Jiang Wei Ning Shanqing Yu Libin Yang Xiaoyan Cai 31 8 0 06 Mar 2024
Design of an Open-Source Architecture for Neural Machine Translation Séamus Lankford Haithem Afli Andy Way 90 0 0 06 Mar 2024
adaptMLLM: Fine-Tuning Multilingual Language Models on Low-Resource Languages with Integrated LLM Playgrounds Séamus Lankford Haithem Afli Andy Way 70 31 0 04 Mar 2024
Language and Speech Technology for Central Kurdish Varieties Sina Ahmadi Daban Q. Jaff Md Mahfuz Ibn Alam Antonios Anastasopoulos 99 2 0 04 Mar 2024
adaptNMT: an open-source, language-agnostic development environment for Neural Machine Translation Séamus Lankford Haithem Afli Andy Way 73 3 0 04 Mar 2024
NusaBERT: Teaching IndoBERT to be Multilingual and Multicultural Wilson Wongso David Samuel Setiawan Steven Limcorn Ananto Joyoadikusumo 58 1 0 04 Mar 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks Fakhraddin Alwajih El Moatez Billah Nagoudi Gagan Bhatia Abdelrahman Mohamed Muhammad Abdul-Mageed VLM LRM 83 16 0 01 Mar 2024
A Bit of a Problem: Measurement Disparities in Dataset Sizes Across Languages Catherine Arnett Tyler A. Chang Benjamin Bergen 67 5 0 01 Mar 2024
Robust Guidance for Unsupervised Data Selection: Capturing Perplexing Named Entities for Domain-Specific Machine Translation Seunghyun Ji H. R. Sinulingga Darongsae Kwon 102 1 0 29 Feb 2024
Teaching Large Language Models an Unseen Language on the Fly Chen Zhang Xiao Liu Jiuheng Lin Yansong Feng 96 21 0 29 Feb 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains Vilém Zouhar Shuoyang Ding Anna Currey Tatyana Badeka Jenyuan Wang Brian Thompson 74 17 0 28 Feb 2024
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions Kexun Zhang Yee Man Choi Zhenqiao Song Taiqi He Wenjie Wang Lei Li 77 17 0 28 Feb 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps Giuseppe Attanasio Beatrice Savoldi Dennis Fucci Dirk Hovy 92 9 0 28 Feb 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks Duarte M. Alves José P. Pombal Nuno M. Guerreiro Pedro H. Martins Joao Alves ... Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F.T. Martins LRM 127 157 0 27 Feb 2024
Information Flow Routes: Automatically Interpreting Language Models at Scale Javier Ferrando Elena Voita 119 41 0 27 Feb 2024
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts Mikayel Samvelyan Sharath Chandra Raparthy Andrei Lupu Eric Hambro Aram H. Markosyan ... Minqi Jiang Jack Parker-Holder Jakob Foerster Tim Rocktaschel Roberta Raileanu SyDa 117 89 0 26 Feb 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models Renren Jin Jiangcun Du Wuwei Huang Wei Liu Jian Luan Bin Wang Deyi Xiong MQ 109 37 0 26 Feb 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 138 15 0 26 Feb 2024
Direct Punjabi to English speech translation using discrete units Prabhjot Kaur L. A. M. Bush Weisong Shi 60 0 0 25 Feb 2024
Fine-tuning Large Language Models for Domain-specific Machine Translation Jiawei Zheng Hanghai Hong Xiaoli Wang Jingsong Su Yonggui Liang Shikai Wu ALM 69 41 0 23 Feb 2024
Unintended Impacts of LLM Alignment on Global Representation Michael Joseph Ryan William B. Held Diyi Yang 116 42 0 22 Feb 2024
PALO: A Polyglot Large Multimodal Model for 5B People Muhammad Maaz H. Rasheed Abdelrahman M. Shaker Salman Khan Hisham Cholakal Rao M. Anwer Timothy Baldwin Michael Felsberg Fahad S. Khan VLM LRM 142 15 0 22 Feb 2024