Title
Coreference Resolution for Vietnamese Narrative Texts Hieu-Dai Tran Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 39 0 0 28 Apr 2025
MultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languages Dieuwke Hupkes Nikolay Bogoychev 82 0 0 14 Apr 2025
Can you map it to English? The Role of Cross-Lingual Alignment in Multilingual Performance of LLMs Kartik Ravisankar HyoJung Han Marine Carpuat 26 0 0 13 Apr 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu B. Li Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 97 0 0 09 Mar 2025
Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning Wenshuai Huo Xiaocheng Feng Yichong Huang Chengpeng Fu Baohang Li ... Dandan Tu Duyu Tang Yunfei Lu Hui Wang Bing Qin 55 0 0 03 Mar 2025
Active Few-Shot Learning for Text Classification Saeed Ahmadnia Arash Yousefi Jordehi Mahsa Hosseini Khasheh Heyran Seyed Abolghasem Mirroshandel Owen Rambow Cornelia Caragea 58 0 0 26 Feb 2025
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy Zhiwen Ruan Yixia Li He Zhu Longyue Wang Weihua Luo Kaifu Zhang Y. Chen Guanhua Chen 41 0 0 17 Feb 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning Yilei Tu Andrew Xue Freda Shi 49 0 0 17 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Conghui He Lei Li Shujian Huang Fei Yuan ELM 51 3 0 11 Feb 2025
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study Menglong Cui Pengzhi Gao Wei Liu Jian Luan Bin Wang LRM 41 0 0 04 Feb 2025
Large Language Models Are Human-Like Internally Tatsuki Kuribayashi Yohei Oseki Souhaib Ben Taieb Kentaro Inui Timothy Baldwin 65 4 0 03 Feb 2025
MOPO: Multi-Objective Prompt Optimization for Affective Text Generation Yarik Menchaca Resendiz Roman Klinger 64 1 0 17 Dec 2024
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models Sina Bagheri Nezhad Ameeta Agrawal Rhitabrat Pokharel LRM 74 2 0 17 Dec 2024
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Himmet Toprak Kesgin M. K. Yuce Eren Dogan M. E. Uzun Atahan Uz Elif Ince Yusuf Erdem Osama Shbib Ahmed Zeer M. Fatih Amasyali 67 0 0 03 Dec 2024
UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource Languages Bethel Melesse Tessema Akhil Kedia Tae-Sun Chung 67 0 0 21 Nov 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 42 2 0 14 Nov 2024
Leveraging Large Language Models for Code-Mixed Data Augmentation in Sentiment Analysis Linda Zeng 33 2 0 01 Nov 2024
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework Hengyuan Zhang Chenming Shang Sizhe Wang Dongdong Zhang Renliang Sun Yiyao Yu Yujiu Yang Furu Wei 58 3 0 25 Oct 2024
Contamination Report for Multilingual Benchmarks Sanchit Ahuja Varun Gumma Sunayana Sitaram 21 0 0 21 Oct 2024
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning Gaurav Arora Srujana Merugu Shreya Jain Vaibhav Saxena LRM 27 0 0 18 Oct 2024
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention Weixuan Wang Minghao Wu Barry Haddow Alexandra Birch LRM 24 2 0 16 Oct 2024
Enhancing Assamese NLP Capabilities: Introducing a Centralized Dataset Repository S. Tamang D. J. Bora 18 0 0 15 Oct 2024
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs Abdellah El Mekki Muhammad Abdul-Mageed LRM 29 0 0 14 Oct 2024
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing Weichuan Wang Zhaoyi Li Defu Lian Chen Ma Linqi Song Ying Wei 46 5 0 09 Oct 2024
Generative Model for Less-Resourced Language with 1 billion parameters Domen Vreš Martin Božič Aljaž Potočnik Tomaž Martinčič Marko Robnik-Šikonja 21 1 0 09 Oct 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 44 3 0 08 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 32 1 0 06 Oct 2024
IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? Akhilesh Aravapalli Mounika Marreddy S. Oota R. Mamidi Manish Gupta 29 0 0 03 Oct 2024
U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models Tung-Yu Wu Pei-Yu Lo ReLM LRM 44 2 0 02 Oct 2024
Concept Space Alignment in Multilingual LLMs Qiwei Peng Anders Søgaard 33 3 0 01 Oct 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 29 0 0 26 Sep 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 35 3 0 26 Sep 2024
How Transliterations Improve Crosslingual Alignment Yihong Liu Mingyang Wang Amir Hossein Kargaran Ayyoob Imani Orgest Xhelili Haotian Ye Chunlan Ma François Yvon Hinrich Schütze 31 2 0 25 Sep 2024
Pruning Multilingual Large Language Models for Multilingual Inference Hwichan Kim Jun Suzuki Tosho Hirasawa Mamoru Komachi 19 0 0 25 Sep 2024
Learning from Contrastive Prompts: Automated Optimization and Adaptation Mingqi Li Karan Aggarwal Yong Xie Aitzaz Ahmad Stephen Lau 28 2 0 23 Sep 2024
Language Models Learn Metadata: Political Stance Detection Case Study Stanley Cao Felix Drinkall 21 0 0 15 Sep 2024
Goldfish: Monolingual Language Models for 350 Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 36 4 0 19 Aug 2024
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions Chenming Tang Zhixiang Wang Yunfang Wu LRM 21 0 0 16 Aug 2024
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation Chenming Tang Zhixiang Wang Yunfang Wu 16 1 0 09 Aug 2024
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation Joel Witzke Benoît Sagot Rachel Bawden 36 7 0 01 Aug 2024
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment Jiahuan Li Shujian Huang Xinyu Dai Jiajun Chen LLMSV 38 5 0 23 Jul 2024
Ancient Korean Archive Translation: Comparison Analysis on Statistical phrase alignment, LLM in-context learning, and inter-methodological approach Sojung Lucia Kim Taehong Jang Joonmo Ahn 19 0 0 16 Jul 2024
Qwen2 Technical Report An Yang Baosong Yang Binyuan Hui Bo Zheng Bowen Yu ... Yuqiong Liu Zeyu Cui Zhenru Zhang Zhifang Guo Zhi-Wei Fan OSLM VLM MU 58 779 0 15 Jul 2024
sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting Sanchit Ahuja Kumar Tanmay Hardik Hansrajbhai Chauhan Barun Patra Kriti Aggarwal ... Tejas I. Dhamecha Ahmed Awadallah Monojit Choudhary Vishrav Chaudhary Sunayana Sitaram 27 3 0 13 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 29 18 0 08 Jul 2024
How Does Quantization Affect Multilingual LLMs? Kelly Marchisio Saurabh Dash Hongyu Chen Dennis Aumiller A. Ustun Sara Hooker Sebastian Ruder MQ 44 6 0 03 Jul 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs John Dang Arash Ahmadian Kelly Marchisio Julia Kreutzer A. Ustun Sara Hooker 37 21 0 02 Jul 2024
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale Wenzhen Zheng Wenbo Pan Xu Xu Libo Qin Li Yue Ming Zhou CLL 29 6 0 02 Jul 2024
RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs Ekaterina Taktasheva Maxim Bazhukov Kirill Koncha Alena Fenogenova Ekaterina Artemova Vladislav Mikhailov 31 9 0 27 Jun 2024
Can we teach language models to gloss endangered languages? Michael Ginn Mans Hulden Alexis Palmer 53 3 0 27 Jun 2024