Natural Language Processing

pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models EMNLP 2025 pFedRAG: A Personalized Federated Retrieval-Augmented Generation System with Depth-Adaptive Tiered Embedding Tuning EMNLP 2025 Phaedrus at BEA 2025 Shared Task: Assessment of Mathematical Tutoring Dialogues through Tutor Identity Classification and Actionability Evaluation ACL 2025 PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation ICML 2025 PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025 PhenoRAG: Retrieval-Augmented Generation for Efficient Zero-Shot Phenotype Identification in Clinical Reports MLHC 2025 Phonetically-Augmented Discriminative Rescoring for Voice Search Error Correction Interspeech 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 PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding EMNLP 2025 Pick and Summarize: Integrating Extractive and Abstractive Speech Summarization Interspeech 2025 PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity Detection NAACL 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 PicPersona-TOD : A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona NAACL 2025 Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry IJCAI 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 Piecing It All Together: Verifying Multi-Hop Multimodal Claims COLING 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025