Large Language Models

Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance IJCNLP 2025 Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 Improving Prediction Certainty Estimation for Reliable Early Exiting via Null Space Projection IJCAI 2025 Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025 Improving Reasoning Performance in Large Language Models via Representation Engineering ICLR 2025 Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025 In2X at WMT25 Translation Task EMNLP 2025 In Benchmarks We Trust ... Or Not? EMNLP 2025 Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model AAAI 2025 Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar ACL 2025 In-context Continual Learning Assisted by an External Continual Learner COLING 2025 In-context Language Learning for Endangered Languages in Speech Recognition Interspeech 2025 In-Context Learning (and Unlearning) of Length Biases NAACL 2025 In-context Learning Demonstration Generation with Text Distillation IJCAI 2025 Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework EMNLP 2025 Incorporating Lexicon-Aligned Prompting in Large Language Model for Tangut–Chinese Translation NAACL 2025 Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction Interspeech 2025 IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025 IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages EMNLP 2025 InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025 Inductive Linguistic Reasoning with Large Language Models ACL 2025 Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models EMNLP 2025 InFact: Informativeness Alignment for Improved LLM Factuality EMNLP 2025 Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models ICLR 2025