Multilingual NLP

Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games EMNLP 2025 TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval SemEval 2025 TigerLLM - A Family of Bangla Large Language Models ACL 2025 TILeN at SemEval-2025 Task 11: A Transformer-Based Model for Sentiment Classification Applied to the Russian Language SemEval 2025 TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking ACL 2025 TLUE: A Tibetan Language Understanding Evaluation Benchmark EMNLP 2025 Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025 Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts? NAACL 2025 Tone recognition in low-resource languages of North-East India: peeling the layers of SSL-based speech models Interspeech 2025 Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs COLING 2025 TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025 Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST) ACL 2025 Towards Adding Arabic to CorefUD EMNLP 2025 Towards Building Large Scale Datasets and State-of-the-Art Automatic Speech Translation Systems for 14 Indian Languages ACL 2025 Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models NAACL 2025 Towards Massive Multilingual Holistic Bias ACL 2025 Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ACL 2025 Towards Multilingual spoken Visual Question Answering system using Cross-Attention COLING 2025 Towards Open-Ended Discovery for Low-Resource NLP EMNLP 2025 Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025 Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal NAACL 2025 Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025 Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning NAACL 2025 Towards the Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis EMNLP 2025 Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025