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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
EuroGEST: Investigating gender stereotypes in multilingual language models EMNLP 2025
The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance EMNLP 2025
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025
DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context EMNLP 2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025
Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025
NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025
Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education EMNLP 2025
TLUE: A Tibetan Language Understanding Evaluation Benchmark EMNLP 2025
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025
DistaLs: a Comprehensive Collection of Language Distance Measures EMNLP 2025
End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models EMNLP 2025
GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models EMNLP 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025
Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025
LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland EMNLP 2025
Massively Multilingual Instruction-Following Information Extraction ACL 2025