Natural Language Processing

Memorization vs. Reasoning: Updating LLMs with New Knowledge ACL 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-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding EMNLP 2025 Memory Layers at Scale ICML 2025 Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 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 MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025 MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025 MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs ICML 2025 MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025 Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic IJCNLP 2025 MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training ICML 2025 Meronymic Ontology Extraction via Large Language Models IJCNLP 2025 MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students AAAI 2025 MESAQA: A Dataset for Multi-Span Contextual and Evidence-Grounded Question Answering COLING 2025 MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025 Messages from the Quran and the Bible in Mandarin through Factor Analysis with Syntactic and Semantic Tags COLING 2025 MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025 metabench - A Sparse Benchmark of Reasoning and Knowledge in Large Language Models ICLR 2025 Metadata Conditioning Accelerates Language Model Pre-training ICML 2025