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Multilingual NLP

4,621 papers

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Papers

Leveraging CoHere Multilingual Embeddings and Inverted Softmax Retrieval for Automatic Parallel Sentence Alignment in Low-Resource Languages EACL 2026
Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts EACL 2026
The Token Tax: Systematic Bias in Multilingual Tokenization EACL 2026
Synthetic Data Generation Pipeline for Low-Resource Swahili Sentiment Analysis: Multi-LLM Judging with Human Validation EACL 2026
Advancing African NLP: UDMorph and flexiPipe EACL 2026
SALT-31: A Machine Translation Benchmark Dataset for 31 Ugandan Languages EACL 2026
Power Asymmetries, Bias, and AI, a Reflection of Society on Low-Resourced Languages - African Languages as Case Study EACL 2026
Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026
Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026
Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks EACL 2026
Tracking Autism Stigma in Italian Newspapers: A Longitudinal Analysis of Media Discourse (2016–2025) EACL 2026
CroCoSyn: A Cross-Lingual and Cross-Model Corpus of LLM-Generated Film Synopses EACL 2026
GlobLingDiv: A global dataset linking linguistic diversity and digital support to reveal landscapes with under-resourced languages for NLP EACL 2026
WikiLingDiv: a dataset for quantifying digital linguistic diversity using Wikipedia page views EACL 2026
DHPLT: large-scale multilingual diachronic corpora and word representations for semantic change modelling EACL 2026
NE-BERT: A Multilingual Language Model for Nine Northeast Indian Languages EACL 2026
Do Tokenizers Fail on Informal Hindi Expressions? Evidence from Static, Downstream, and Robustness Analyses EACL 2026
When Multilingual Evaluation Assumptions Fail: Tokenization Effects Across Scripts EACL 2026
To make someone do something: mining alert-style directives in Bulgarian social media for low-resource language modelling EACL 2026
BanglaLlama: LLaMA for Bangla Language EACL 2026
Evaluating Retrieval-Augmented Generation for Medication Question Answering on Nigerian Drug Labels in Yorùbá EACL 2026
Grammatical Error Correction for Low-Resource Languages: The Case of Zarma EACL 2026
Quantifying Cross-Lingual Interference: Algorithmic Standardization of Kamtapuri in Large Language Models EACL 2026
SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Texts EACL 2026
Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering EACL 2026