Title
URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base Aditya Khan Mason Shipton David Anugraha Kaiyao Duan Phuong H. Hoang Eric Khiu A. Seza Doğruöz En-Shiun Annie Lee VLM 43 2 0 17 Feb 2025
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
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 30 5 0 14 Oct 2024
QiBERT -- Classifying Online Conversations Messages with BERT as a Feature Bruno D. Ferreira-Saraiva Zuil Pirola J. Matos-Carvalho Manuel Marques-Pita 19 0 0 09 Sep 2024
Preserving Multilingual Quality While Tuning Query Encoder on English Only Oleg V. Vasilyev Randy Sawaya John Bohannon 33 1 0 01 Jul 2024
Does Cross-Cultural Alignment Change the Commonsense Morality of Language Models? Yuu Jinnai 47 1 0 24 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 65 4 0 22 Jun 2024
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base Hasti Toossi Guo Qing Huai Jinyu Liu Eric Khiu A. Seza Doğruöz En-Shiun Annie Lee 22 3 0 17 May 2024
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples Peiqin Lin André F. T. Martins Hinrich Schütze RALM 45 2 0 08 May 2024
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization Muhammad Farid Adilazuarda Samuel Cahyawijaya Alham Fikri Aji Genta Indra Winata Ayu Purwarianti 19 5 0 11 Jan 2024
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 20 9 0 15 Nov 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 27 68 0 23 May 2023
Multi-VALUE: A Framework for Cross-Dialectal English NLP Caleb Ziems William B. Held Jingfeng Yang Jwala Dhamala Rahul Gupta Diyi Yang 27 40 0 15 Dec 2022
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer Benjamin Muller Deepanshu Gupta Siddharth Patwardhan J. Fauconnier David Vandyke Sachin Agarwal 22 5 0 04 Dec 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 24 3 0 22 Oct 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 18 10 0 20 Oct 2022
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization Thomas Effland Michael Collins 23 6 0 17 Oct 2022
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation Minhan Xu Yu Hong 13 6 0 09 May 2022
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 19 147 0 01 Sep 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 33 58 0 09 Jul 2021
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer Iulia Turc Kenton Lee Jacob Eisenstein Ming-Wei Chang Kristina Toutanova 19 57 0 30 Jun 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 25 233 0 29 Jun 2021
Analysing The Impact Of Linguistic Features On Cross-Lingual Transfer B. Dolički Gerasimos Spanakis 10 16 0 12 May 2021
Improving Portuguese Semantic Role Labeling with Transformers and Transfer Learning S. Oliveira Daniel Loureiro A. Jorge 13 6 0 04 Jan 2021
Cross-lingual Semantic Role Labeling with Model Transfer Hao Fei Meishan Zhang Fei Li Donghong Ji 14 87 0 24 Aug 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 13 953 0 24 Mar 2020
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 50 188 0 14 Jun 2018