Large Language Models

PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025 Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD EMNLP 2025 PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025 PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts ACL 2025 pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models EMNLP 2025 PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025 PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs EMNLP 2025 PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities EMNLP 2025 PhyloLM: Inferring the Phylogeny of Large Language Models and Predicting their Performances in Benchmarks ICLR 2025 Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process ICLR 2025 Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems ICLR 2025 Physics of Language Models: Part 3.2, Knowledge Manipulation ICLR 2025 Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws ICLR 2025 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025 PICASO: Permutation-Invariant Context Composition with State Space Models ICLR 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 PILOT-Bench: A Benchmark for Legal Reasoning in the Patent Domain with IRAC-Aligned Classification Tasks EMNLP 2025 pingan-team at SemEval-2025 Task 2: LoRA-Augmented Qwen2.5 with Wikidata-Driven Entity Translation SemEval 2025 Pinyin-Guided Chinese Speech Recognition with Large Language Model Interspeech 2025 Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque NAACL 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding ACL 2025 Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models ACL 2025 PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025 PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection NAACL 2025