Title
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation Jiahuan Li Shanbo Cheng Shujian Huang Jiajun Chen 27 4 0 14 Mar 2024
Basque and Spanish Counter Narrative Generation: Data Creation and Evaluation Jaione Bengoetxea Yi-Ling Chung Marco Guerini Rodrigo Agerri 37 4 0 14 Mar 2024
ACT-MNMT Auto-Constriction Turning for Multilingual Neural Machine Translation Shaojie Dai Xin Liu Ping Luo Yue Yu LRM 19 1 0 11 Mar 2024
Where does In-context Translation Happen in Large Language Models Suzanna Sia David Mueller Kevin Duh LRM 33 0 0 07 Mar 2024
Exploring the Limitations of Large Language Models in Compositional Relation Reasoning Jinman Zhao Xueyan Zhang BDL LRM 25 4 0 05 Mar 2024
Leveraging Weakly Annotated Data for Hate Speech Detection in Code-Mixed Hinglish: A Feasibility-Driven Transfer Learning Approach with Large Language Models Sargam Yadav Abhishek Kaushik Kevin McDaid 14 2 0 04 Mar 2024
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? E. Razumovskaia Ivan Vulić Anna Korhonen 29 6 0 04 Mar 2024
A Bit of a Problem: Measurement Disparities in Dataset Sizes Across Languages Catherine Arnett Tyler A. Chang Benjamin Bergen 16 3 0 01 Mar 2024
Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* Rodrigo Santos Joao Silva Luís Gomes João Rodrigues António Branco 39 10 0 29 Feb 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark Seongbo Jang Seonghyeon Lee Hwanjo Yu ELM 27 0 0 27 Feb 2024
HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization Qiwei Peng Yekun Chai Xuhong Li ELM LM&MA 34 34 0 26 Feb 2024
mEdIT: Multilingual Text Editing via Instruction Tuning Vipul Raheja Dimitris Alikaniotis Vivek Kulkarni Bashar Alhafni Dhruv Kumar VLM 30 6 0 26 Feb 2024
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study ZHAOYUE SUN Gabriele Pergola Byron C. Wallace Yulan He LM&MA 27 13 0 24 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 49 32 0 23 Feb 2024
Analysis of Multi-Source Language Training in Cross-Lingual Transfer Seong Hoon Lim Taejun Yun Jinhyeon Kim Jihun Choi Taeuk Kim 46 2 0 21 Feb 2024
Investigating Cultural Alignment of Large Language Models Badr AlKhamissi Muhammad N. ElNokrashy Mai AlKhamissi Mona T. Diab 29 42 0 20 Feb 2024
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis Miaoran Zhang Vagrant Gautam Mingyang Wang Jesujoba Oluwadara Alabi Xiaoyu Shen Dietrich Klakow Marius Mosbach 36 8 0 20 Feb 2024
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic Fajri Koto Haonan Li Sara Shatnawi Jad Doughman Abdelrahman Boda Sadallah ... Neha Sengupta Shady Shehata Nizar Habash Preslav Nakov Timothy Baldwin ELM LRM 69 30 0 20 Feb 2024
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference Atsuki Yamaguchi Aline Villavicencio Nikolaos Aletras 19 7 0 16 Feb 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers Chris Wendler V. Veselovsky Giovanni Monea Robert West 56 95 0 16 Feb 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model A. Ustun Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 27 193 0 12 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer A. Ustun Marzieh Fadaee Sara Hooker 117 115 0 09 Feb 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 42 21 0 06 Feb 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More Fred Philippy Siwen Guo Shohreh Haddadan Cedric Lothritz Jacques Klein Tegawende F. Bissyande AAML VLM 17 1 0 06 Feb 2024
Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models Sara Rajaee Christof Monz 17 3 0 03 Feb 2024
TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation Gokcce Uludougan Zeynep Yirmibecsouglu Balal Furkan Akkurt Melikcsah Turker Onur Gungor S. Uskudarli 31 12 0 25 Jan 2024
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models Terra Blevins Tomasz Limisiewicz Suchin Gururangan Margaret Li Hila Gonen Noah A. Smith Luke Zettlemoyer 42 22 0 19 Jan 2024
Milestones in Bengali Sentiment Analysis leveraging Transformer-models: Fundamentals, Challenges and Future Directions Saptarshi Sengupta Shreya Ghosh Prasenjit Mitra Tarikul Islam Tamiti 35 0 0 15 Jan 2024
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation Giorgos Vernikos Andrei Popescu-Belis 30 14 0 12 Jan 2024
Misconfidence-based Demonstration Selection for LLM In-Context Learning Shangqing Xu Chao Zhang 70 15 0 12 Jan 2024
Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models Pengzhi Gao Zhongjun He Hua-Hong Wu Haifeng Wang AI4CE 23 3 0 11 Jan 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 17 2 0 11 Jan 2024
TinyLlama: An Open-Source Small Language Model Peiyuan Zhang Guangtao Zeng Tianduo Wang Wei Lu ALM LRM 35 353 0 04 Jan 2024
Typhoon: Thai Large Language Models Kunat Pipatanakul Phatrasek Jirabovonvisut Potsawee Manakul Sittipong Sripaisarnmongkol Ruangsak Patomwong Pathomporn Chokchainant Kasima Tharnpipitchai 35 16 0 21 Dec 2023
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? Tannon Kew Florian Schottmann Rico Sennrich LRM 26 34 0 20 Dec 2023
Multilingual large language models leak human stereotypes across language boundaries Yang Trista Cao Anna Sotnikova Jieyu Zhao Linda X. Zou Rachel Rudinger Hal Daumé PILM 13 10 0 12 Dec 2023
PyThaiNLP: Thai Natural Language Processing in Python Wannaphong Phatthiyaphaibun Korakot Chaovavanich Charin Polpanumas Arthit Suriyawongkul Lalita Lowphansirikul Pattarawat Chormai Peerat Limkonchotiwat Thanathip Suntorntip Can Udomcharoenchaikit 18 89 0 07 Dec 2023
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability Wei-Rui Chen Ife Adebara Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 17 5 0 16 Nov 2023
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages Benedikt Ebing Goran Glavas 21 4 0 15 Nov 2023
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 20 7 0 15 Nov 2023
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models J. Michaelov Catherine Arnett Tyler A. Chang Benjamin Bergen 34 12 0 15 Nov 2023
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 20 10 0 15 Nov 2023
Data Similarity is Not Enough to Explain Language Model Performance Gregory Yauney Emily Reif David M. Mimno 43 6 0 15 Nov 2023
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining Yihong Liu Peiqin Lin Mingyang Wang Hinrich Schütze 19 21 0 15 Nov 2023
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning Zhihan Zhang Dong-Ho Lee Yuwei Fang W. Yu Mengzhao Jia Meng-Long Jiang Francesco Barbieri ALM 41 27 0 15 Nov 2023
Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models Carlos Alejandro Aguirre Kuleen Sasse Isabel Cachola Mark Dredze 26 1 0 14 Nov 2023
Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding Guangyu Yang Jinghong Chen Weizhe Lin Bill Byrne 24 20 0 14 Nov 2023
Anti-LM Decoding for Zero-shot In-context Machine Translation Suzanna Sia Alexandra DeLucia Kevin Duh 24 2 0 14 Nov 2023
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment Chong Li Shaonan Wang Jiajun Zhang Chengqing Zong 21 15 0 14 Nov 2023
On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model Nohil Park Joonsuk Park Kang Min Yoo Sungroh Yoon 21 3 0 14 Nov 2023