Artificial Intelligence

Improving Large Language Model Confidence Estimates using Extractive Rationales for Classification ACL 2025 Improving Large Language Model Planning with Action Sequence Similarity ICLR 2025 Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025 Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025 Improving Large Vision and Language Models by Learning from a Panel of Peers ICCV 2025 Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-Tuning Interspeech 2025 Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025 Improving LLM Safety Alignment with Dual-Objective Optimization ICML 2025 Improving LLM’s Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization IJCNLP 2025 Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens ICML 2025 Improving LLM Video Understanding with 16 Frames Per Second ICML 2025 Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025 Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025 Improving Memory Efficiency for Training KANs via Meta Learning ICML 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025 Improving Model Alignment Through Collective Intelligence of Open-Source Models ICML 2025 Improving Model Factuality with Fine-grained Critique-based Evaluator ACL 2025 Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025 Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information COLING 2025 Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC Interspeech 2025 Improving Multimodal Learning Balance and Sufficiency through Data Remixing ICML 2025 Improving Multimodal Learning via Imbalanced Learning ICCV 2025 Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025