Artificial Intelligence

Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025 Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025 Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025 Memorization Sinks: Isolating Memorization during LLM Training ICML 2025 Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? EMNLP 2025 Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025 Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning ACL 2025 Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025 Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025 Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding EMNLP 2025 Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents JMLR 2025 Memory Layers at Scale ICML 2025 Memory Mosaics ICLR 2025 Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025 Memory OS of AI Agent EMNLP 2025 Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025 Memory-Reduced Meta-Learning with Guaranteed Convergence AAAI 2025 Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025 MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models ACL 2025 MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims NAACL 2025 MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025 Mental-Perceiver: Audio-Textual Multi-Modal Learning for Estimating Mental Disorders AAAI 2025 MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling NAACL 2025 MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025 MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025