Artificial Intelligence

From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations EMNLP 2025 From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ACL 2025 From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection ICML 2025 From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities ICLR 2025 From Posts to Timelines: Modeling Mental Health Dynamics from Social Media Timelines with Hybrid LLMs NAACL 2025 From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings COLING 2025 From Pretraining to Performance: Benchmarking Self-Supervised Speech Models for Interspeech-25 SER Challenge Interspeech 2025 From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy ICLR 2025 From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning EMNLP 2025 From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition ICCV 2025 From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling CVPR 2025 From Punchlines to Predictions: A Metric to Assess LLM Performance in Identifying Humor in Stand-Up Comedy NAACL 2025 From RAG to Memory: Non-Parametric Continual Learning for Large Language Models ICML 2025 From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025 From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models EMNLP 2025 From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims ACL 2025 From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks NAACL 2025 From Regulation to Interaction: Expert Views on Aligning Explainable AI with the EU AI Act EMNLP 2025 From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs? EMNLP 2025 From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers ICCV 2025 From Risk to Uncertainty: Generating Predictive Uncertainty Measures via Bayesian Estimation ICLR 2025 From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025 From Scarcity to Sufficiency: Speech Recognition Pipeline for Zero-resource Language Interspeech 2025 From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation EMNLP 2025 From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025