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conftrace_

multilingual large language model

49 papers

MULTILINGUAL LLM MLLM

Papers

Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026 Indic-TunedLens: Interpreting Multilingual Models in Indian Languages EACL 2026 Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs ACL 2026 Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs ACL 2026 Multilingual Amnesia: On the Transferability of Unlearning in Multilingual LLMs EACL 2026 One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks EACL 2026 Towards Inclusive AI: Advancing Multilingual Large Language Models AAAI 2026 Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025 A Dual Contrastive Learning Framework for Enhanced Hate Speech Detection in Low-Resource Languages COLING 2025 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models NAACL 2025 Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025 Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025 BHRAM-IL: A Benchmark for Hallucination Recognition and Assessment in Multiple Indian Languages AACL 2025 bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla AACL 2025 Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025 Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models COLING 2025 Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs ACL 2025 Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ACL 2025 Explainability and Interpretability of Multilingual Large Language Models: A Survey EMNLP 2025 Isolating Culture Neurons in Multilingual Large Language Models IJCNLP 2025 Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025 Mātṛkā: Multilingual Jailbreak Evaluation of Open-Source Large Language Models AACL 2025 MULBERE: Multilingual Jailbreak Robustness Using Targeted Latent Adversarial Training EMNLP 2025 Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025