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Multi-Lingual Learning

284 papers

Papers per year

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Papers

When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval ACL 2026
Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs ACL 2026
Disentangling Meaning and Language Components in Diverse Multilingual Sentence Embeddings ACL 2026
Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025
Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages AAAI 2025
Code-switching Mediated Sentence-level Semantic Learning AAAI 2025
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts ACL 2025
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025
Cultural Learning-Based Culture Adaptation of Language Models ACL 2025
Detection of Human and Machine-Authored Fake News in Urdu ACL 2025
Do Large Language Models have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs ACL 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025
The Cross-linguistic Role of Animacy in Grammar Structures ACL 2025
LexGen: Domain-aware Multilingual Lexicon Generation ACL 2025
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
ZIPA: A family of efficient models for multilingual phone recognition ACL 2025
Bilingual Zero-Shot Stance Detection ACL 2025
MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025
Controlling Language Confusion in Multilingual LLMs ACL 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025
Scaling Laws for Multilingual Language Models ACL 2025
INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025