Natural Language Processing

Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025 Graphic Design with Large Multimodal Model AAAI 2025 GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design NAACL 2025 GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding ACL 2025 GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction EMNLP 2025 Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ACL 2025 GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025 Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025 Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt. Generation for Enhanced LLM Content Moderation ACL 2025 Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs ACL 2025 Graph-of-Thoughts for Fact-Checking with Large Language Models ACL 2025 GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering COLING 2025 GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025 GraphRouter: A Graph-based Router for LLM Selections ICLR 2025 Graph-Structured Trajectory Extraction from Travelogues ACL 2025 GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature ACL 2025 GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025 GRASP at CoMeDi Shared Task: Multi-Strategy Modeling of Annotator Behavior in Multi-Lingual Semantic Judgments COLING 2025 GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning AACL 2025 GraspMolmo: Generalizable Task-Oriented Grasping via Large-Scale Synthetic Data Generation CoRL 2025 GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers ICLR 2025 Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025 Great Models Think Alike and this Undermines AI Oversight ICML 2025