Natural Language Processing

Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems ICML 2025 SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation NAACL 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 Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging ICML 2025 Source Attribution for Large Language Models IJCNLP 2025 Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents EMNLP 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 SPACER: A Parallel Dataset of Speech Production And Comprehension of Error Repairs NAACL 2025 SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025 Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing ACL 2025 Spanish Dialect Classification: A Comparative Study of Linguistically Tailored Features, Unigrams and BERT Embeddings ACL 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 SparQLe: Speech Queries to Text Translation Through LLMs ACL 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models ICLR 2025 Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025 SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks EMNLP 2025 Sparse Rewards Can Self-Train Dialogue Agents ACL 2025 Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025 Sparsing Law: Towards Large Language Models with Greater Activation Sparsity ICML 2025 SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025 SPASCA: Social Presence and Support with Conversational Agent for Persons Living with Dementia AAAI 2025