Large Language Models

PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025 pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models EMNLP 2025 PhenoRAG: Retrieval-Augmented Generation for Efficient Zero-Shot Phenotype Identification in Clinical Reports MLHC 2025 PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs EMNLP 2025 PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information ICCV 2025 Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts AAAI 2025 Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025 P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025 Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025 Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency ACL 2025 Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives ICML 2025 Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025 Prediction Hubs are Context-Informed Frequent Tokens in LLMs ACL 2025 Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025 Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025 PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025 PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025 Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025 Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025 Programming by Example meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction ACL 2025