Title
Improving Multi-lingual Alignment Through Soft Contrastive Learning Minsu Park Seyeon Choi Chanyeol Choi Junseong Kim Jy-yong Sohn 111 3 0 25 May 2024
Aya 23: Open Weight Releases to Further Multilingual Progress Viraat Aryabumi John Dang Dwarak Talupuru Saurabh Dash David Cairuz ... Aidan Gomez Phil Blunsom Marzieh Fadaee Ahmet Üstün Sara Hooker OSLM 107 86 0 23 May 2024
Why Not Transform Chat Large Language Models to Non-English? Xiang Geng Ming Zhu Jiahuan Li Zhejian Lai Wei Zou ... Xinglin Lyu Min Zhang Jiajun Chen Hao Yang Shujian Huang 68 2 0 22 May 2024
Efficacy of ByT5 in Multilingual Translation of Biblical Texts for Underrepresented Languages Corinne Aars Lauren Adams Xiaokan Tian Zhaoyu Wang Colton Wismer Jason Wu Pablo Rivas Korn Sooksatra Matthew Fendt 43 0 0 22 May 2024
OpenCarbonEval: A Unified Carbon Emission Estimation Framework in Large-Scale AI Models Zhaojian Yu Yinghao Wu Zhuotao Deng Yansong Tang Xiao-Ping Zhang 82 2 0 21 May 2024
FAME-MT Dataset: Formality Awareness Made Easy for Machine Translation Purposes Dawid Wi'sniewski Zofia Rostek Artur Nowakowski 115 0 0 20 May 2024
Chasing COMET: Leveraging Minimum Bayes Risk Decoding for Self-Improving Machine Translation Kamil Guttmann Miko Pokrywka Adrian Charkiewicz Artur Nowakowski 109 5 0 20 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 184 27 0 20 May 2024
LexGen: Domain-aware Multilingual Lexicon Generation Ayush Maheshwari Ayush Maheshwari A. Singh Krishnakant Bhatt Preethi Jyothi Ganesh Ramakrishnan 67 1 0 18 May 2024
MarkLLM: An Open-Source Toolkit for LLM Watermarking Leyi Pan Aiwei Liu Zhiwei He Zitian Gao Xuandong Zhao ... Shuliang Liu Xuming Hu Lijie Wen Irwin King Philip S. Yu 136 37 0 16 May 2024
Facilitating Opinion Diversity through Hybrid NLP Approaches Michiel van der Meer 87 2 0 15 May 2024
Word Alignment as Preference for Machine Translation Qiyu Wu Masaaki Nagata Zhongtao Miao Yoshimasa Tsuruoka 92 6 0 15 May 2024
A Japanese-Chinese Parallel Corpus Using Crowdsourcing for Web Mining Masaaki Nagata Makoto Morishita Katsuki Chousa Norihito Yasuda 39 2 0 15 May 2024
CANTONMT: Investigating Back-Translation and Model-Switch Mechanisms for Cantonese-English Neural Machine Translation Kung Yin Hong Lifeng Han Riza Batista-Navarro Goran Nenadic 78 0 0 13 May 2024
Control Token with Dense Passage Retrieval Juhwan Lee Jisu Kim 52 0 0 13 May 2024
Using Machine Translation to Augment Multilingual Classification Adam King 83 0 0 09 May 2024
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages Nathaniel R. Robinson Raj Dabre Ammon Shurtz Rasul Dent Onenamiyi Onesi ... Matthew Dean Stutzman Bismarck Odoom Sanjeev Khudanpur Stephen D. Richardson Kenton Murray MoE 101 8 0 08 May 2024
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples Peiqin Lin André F. T. Martins Hinrich Schütze RALM 144 4 0 08 May 2024
SUTRA: Scalable Multilingual Language Model Architecture Abhijit Bendale Michael Sapienza Steven Ripplinger Simon Gibbs Jaewon Lee Pranav Mistry LRM ELM 71 5 0 07 May 2024
Quantifying the Capabilities of LLMs across Scale and Precision Sher Badshah Hassan Sajjad 74 14 0 06 May 2024
Toxicity Classification in Ukrainian Daryna Dementieva Valeriia Khylenko N. Babakov Georg Groh 60 5 0 27 Apr 2024
IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages Harman Singh Nitish Gupta Shikhar Bharadwaj Dinesh Tewari Partha P. Talukdar ELM 84 28 0 25 Apr 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model Runzhe Zhan Xinyi Yang Derek F. Wong Lidia S. Chao Yue Zhang 128 10 0 25 Apr 2024
Translation of Multifaceted Data without Re-Training of Machine Translation Systems Hyeonseok Moon Seungyoon Lee Seongtae Hong Seungjun Lee Chanjun Park Heu-Jeoung Lim 59 0 0 25 Apr 2024
Setting up the Data Printer with Improved English to Ukrainian Machine Translation Yurii Paniv Dmytro Chaplynskyi Nikita Trynus Volodymyr Kyrylov AI4CE 92 2 0 23 Apr 2024
RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios? Adrian de Wynter Ishaan Watts Nektar Ege Altıntoprak Tua Wongsangaroonsri Minghui Zhang ... Anna Vickers Stéphanie Visser Herdyan Widarmanto A. Zaikin Si-Qing Chen LM&MA 92 21 0 22 Apr 2024
From LLM to NMT: Advancing Low-Resource Machine Translation with Claude Maxim Enis Mark Hopkins 93 44 0 22 Apr 2024
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration Yi-Chong Huang Xiaocheng Feng Baohang Li Yang Xiang Hui Wang Bing Qin Ting Liu FedML 97 30 0 19 Apr 2024
A Preference-driven Paradigm for Enhanced Translation with Large Language Models D. Zhu Sony Trenous Xiaoyu Shen Dietrich Klakow Bill Byrne Eva Hasler 105 3 0 17 Apr 2024
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation Shaomu Tan Di Wu Christof Monz MoMe 113 9 0 17 Apr 2024
Many-Shot In-Context Learning Rishabh Agarwal Avi Singh Lei M. Zhang Bernd Bohnet Luis Rosias ... John D. Co-Reyes Eric Chu Feryal M. P. Behbahani Aleksandra Faust Hugo Larochelle ReLM OffRL BDL 137 121 0 17 Apr 2024
Data-Augmentation-Based Dialectal Adaptation for LLMs Fahim Faisal Antonios Anastasopoulos 83 3 0 11 Apr 2024
Curated Datasets and Neural Models for Machine Translation of Informal Registers between Mayan and Spanish Vernaculars Andrés Lou Juan Antonio Pérez-Ortiz Felipe Sánchez-Martínez Víctor M. Sánchez-Cartagena 31 1 0 11 Apr 2024
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain Iker García-Ferrero Rodrigo Agerri Aitziber Atutxa Salazar Elena Cabrio Iker de la Iglesia ... Johana Ramirez-Romero German Rigau J. M. Villa-Gonzalez S. Villata Andrea Zaninello 122 21 0 11 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 206 6 0 11 Apr 2024
Language-Independent Representations Improve Zero-Shot Summarization V. Solovyev Danni Liu Jan Niehues 78 0 0 08 Apr 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding Ahmad Idrissi-Yaghir Amin Dada Henning Schafer Kamyar Arzideh Giulia Baldini ... Peter A. Horn Christin Seifert F. Nensa Jens Kleesiek Christoph M. Friedrich AI4MH 73 3 0 08 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 169 38 0 07 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 68 9 0 07 Apr 2024
A Morphology-Based Investigation of Positional Encodings Poulami Ghosh Shikhar Vashishth Raj Dabre Pushpak Bhattacharyya 75 2 0 06 Apr 2024
Language Models as Critical Thinking Tools: A Case Study of Philosophers Andre Ye Jared Moore Rose Novick Amy X. Zhang KELM ELM LRM LLMAG 56 10 0 06 Apr 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation Tong Su Xin Peng Sarubi Thillainathan David Guzmán Surangika Ranathunga En-Shiun Annie Lee 65 3 0 05 Apr 2024
Sailor: Open Language Models for South-East Asia Longxu Dou Qian Liu Guangtao Zeng Jia Guo Jiahui Zhou Wei Lu Min Lin LRM 106 9 0 04 Apr 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness Shijia Zhou Huangyan Shan Barbara Plank Robert Litschko 73 2 0 03 Apr 2024
ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model Osvaldo Luamba Quinjica David Ifeoluwa Adelani 65 1 0 03 Apr 2024
CMULAB: An Open-Source Framework for Training and Deployment of Natural Language Processing Models Zaid A. W. Sheikh Antonios Anastasopoulos Shruti Rijhwani Lindia Tjuatja Robbie Jimerson Graham Neubig 52 1 0 03 Apr 2024
Backdoor Attack on Multilingual Machine Translation Jun Wang Xingliang Yuan Xuanli He Benjamin I. P. Rubinstein Trevor Cohn 66 6 0 03 Apr 2024
M2SA: Multimodal and Multilingual Model for Sentiment Analysis of Tweets Gaurish Thakkar Sherzod Hakimov Marko Tadić 27 4 0 02 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 96 14 0 02 Apr 2024
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness Miaoran Zhang Mingyang Wang Jesujoba Oluwadara Alabi Dietrich Klakow VLM 86 6 0 01 Apr 2024