Natural Language Processing

PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025 PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025 PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025 Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory NAACL 2025 Privacy-Preserving Federated Learning for Hate Speech Detection NAACL 2025 Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ACL 2025 Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025 PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025 Proactive Assistant Dialogue Generation from Streaming Egocentric Videos EMNLP 2025 Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025 Proactive User Information Acquisition via Chats on User-Favored Topics EMNLP 2025 Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models ACL 2025 Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025 Probability-Consistent Preference Optimization for Enhanced LLM Reasoning ACL 2025 Probability Distribution Collapse: A Critical Bottleneck to Compact Unsupervised Neural Grammar Induction EMNLP 2025 Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025 Probing for Arithmetic Errors in Language Models EMNLP 2025 Probing Gender Bias in Multilingual LLMs: A Case Study of Stereotypes in Persian EMNLP 2025 Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025 Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025 Probing Narrative Morals: A New Character-Focused MFT Framework for Use with Large Language Models EMNLP 2025 Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval NAACL 2025 Probing Subphonemes in Morphology Models ACL 2025 Probing the Limits of Multilingual Language Understanding: Low-Resource Language Proverbs as LLM Benchmark for AI Wisdom EMNLP 2025 Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs EMNLP 2025