Methods › Natural Language Processing › Language Models › XLM-R

XLM-R

176 papers tagged archive 2025-07-28

Introduced by Alexis Conneau et al. in Unsupervised Cross-lingual Representation Learning at Scale

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 176, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages
  15 Feb 2025 · 1 repository · arXiv:2502.10852
• AmaSQuAD: A Benchmark for Amharic Extractive Question Answering
  4 Feb 2025 · 0 repositories · arXiv:2502.02047
• Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models
  26 Jan 2025 · 0 repositories · arXiv:2501.15374
• Comparative Approaches to Sentiment Analysis Using Datasets in Major European and Arabic Languages
  21 Jan 2025 · 0 repositories · arXiv:2501.12540
• Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval
  17 Jan 2025 · 0 repositories · arXiv:2501.10175
• BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context
  7 Jan 2025 · 0 repositories · arXiv:2501.03855
• On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language Pairs
  24 Dec 2024 · 1 repository · arXiv:2412.18188
• Retrofitting Large Language Models with Dynamic Tokenization
  27 Nov 2024 · 0 repositories · arXiv:2411.18553
• Transformer-Based Contextualized Language Models Joint with Neural Networks for Natural Language Inference in Vietnamese
  20 Nov 2024 · 0 repositories · arXiv:2411.13407
• LangSAMP: Language-Script Aware Multilingual Pretraining
  26 Sep 2024 · 1 repository · arXiv:2409.18199
• GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph Knowledge
  26 Sep 2024 · 1 repository · arXiv:2409.18193
• mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
  29 Jul 2024 · 0 repositories · arXiv:2407.19669
  Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
• The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models
  27 Jun 2024 · 0 repositories · arXiv:2406.19358
• Medical Spoken Named Entity Recognition
  19 Jun 2024 · 1 repository · arXiv:2406.13337
• Targeted Multilingual Adaptation for Low-resource Language Families
  20 May 2024 · 0 repositories · arXiv:2405.12413
• Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model
  13 Apr 2024 · 0 repositories · arXiv:2404.09045
• MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness
  3 Apr 2024 · 0 repositories · arXiv:2404.02570
• CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification
  18 Mar 2024 · 1 repository · arXiv:2403.11904
• Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora
  17 Jan 2024 · 0 repositories · arXiv:2401.09333
• LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization
  11 Jan 2024 · 0 repositories · arXiv:2401.06034
• Hate Speech and Offensive Content Detection in Indo-Aryan Languages: A Battle of LSTM and Transformers
  9 Dec 2023 · 0 repositories · arXiv:2312.05671
• A Text-to-Text Model for Multilingual Offensive Language Identification
  6 Dec 2023 · 0 repositories · arXiv:2312.03379
• KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
  20 Nov 2023 · 1 repository · arXiv:2311.11564
• MELA: Multilingual Evaluation of Linguistic Acceptability
  15 Nov 2023 · 1 repository · arXiv:2311.09033
• calamanCy: A Tagalog Natural Language Processing Toolkit
  13 Nov 2023 · 1 repository · arXiv:2311.07171
• Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study
  11 Nov 2023 · 0 repositories · arXiv:2311.06549
• Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering
  20 Oct 2023 · 1 repository · arXiv:2310.13583
• MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations
  19 Oct 2023 · 0 repositories · arXiv:2310.12489
• ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing
  17 Oct 2023 · 1 repository · arXiv:2310.11166
• QASiNa: Religious Domain Question Answering using Sirah Nabawiyah
  12 Oct 2023 · 1 repository · arXiv:2310.08102

Tasks archive 2025-07-28

20 shown of 179 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections