Large Language Models

Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration ICML 2025 Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models EMNLP 2025 SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025 SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs EMNLP 2025 SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs NAACL 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025 Song Lyrics Adaptations: Computational Interpretation of the Pentathlon Principle NAACL 2025 Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model ICML 2025 SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Sources of Disagreement in Data for LLM Instruction Tuning COLING 2025 SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant Interspeech 2025 SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 SPARC: An AI-Based Speech Processing and Real-Time Correction System IJCAI 2025 SparQLe: Speech Queries to Text Translation Through LLMs ACL 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity ICML 2025 SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs ICCV 2025 Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025 Sparsing Law: Towards Large Language Models with Greater Activation Sparsity ICML 2025 Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025 Spatial Representation of Large Language Models in 2D Scene ACL 2025