Artificial Intelligence

From Search to Sampling: Generative Models for Robust Algorithmic Recourse ICLR 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 From Sharpness to Better Generalization for Speech Deepfake Detection Interspeech 2025 From Shortcuts to Balance: Attribution Analysis of Speech-Text Feature Utilization in Distinguishing Original from Machine-Translated Texts EMNLP 2025 From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization NAACL 2025 From Space to Time: Enabling Adaptive Safety with Learned Value Functions via Disturbance Recasting CoRL 2025 From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency ICLR 2025 From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models CVPR 2025 From Sparse to Complete: Semantic Understanding Based on Stroke Evolution in On-the-fly Sketch-based Image Retrieval IJCAI 2025 From Sparse to Dense: Camera Relocalization with Scene-Specific Detector from Feature Gaussian Splatting CVPR 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 From Speech Science to Language Transparence Interspeech 2025 From Static to Dynamic: Enhancing AAC with Generative Imagery and Zero-Shot TTS Interspeech 2025 From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification CoNLL 2025 From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen ACL 2025 From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs EMNLP 2025 From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025 From Talking and Listening Devices to Intelligent Communicative Machines Interspeech 2025 From Teacher to Student: Tracking Memorization Through Model Distillation ACL 2025 From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025 From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs NAACL 2025 From Text to Multi-Modal: Advancing Low-Resource-Language Translation through Synthetic Data Generation and Cross-Modal Alignments NAACL 2025 From Tokens to Words: On the Inner Lexicon of LLMs ICLR 2025 From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval EMNLP 2025 From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining ICML 2025