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Multi-Lingual Learning

26 papers

Papers per year

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Papers

VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation ACL 2026
Are they lovers or friends? Evaluating LLMs’ Social Reasoning in English and Korean Dialogues ACL 2026
Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation ACL 2026
Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ACL 2026
LangSAE Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal ACL 2026
Grammar as Control: Modular Language Generation for the Long Tail ACL 2026
Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses ACL 2026
Afri-MCQA: Multimodal Cultural Question Answering for African Languages ACL 2026
LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance ACL 2026
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models ACL 2026
DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis ACL 2026
CritiSense: Critical Digital Literacy and Resilience Against Misinformation ACL 2026
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? ACL 2026
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
Unintended Impacts of LLM Alignment on Global Representation ACL 2024
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ACL 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps EMNLP 2024
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition EMNLP 2024
Evaluating and Modeling Attribution for Cross-Lingual Question Answering EMNLP 2023
Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) AAAI 2022
Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning AAAI 2021
UDapter: Language Adaptation for Truly Universal Dependency Parsing EMNLP 2020