Multimodal Learning

The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology EMNLP 2025 The Unheard Alternative: Contrastive Explanations for Speech-to-Text Models EMNLP 2025 ThinkBot: Embodied Instruction Following with Thought Chain Reasoning ICLR 2025 Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025 Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025 Think Then React: Towards Unconstrained Action-to-Reaction Motion Generation ICLR 2025 t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis COLING 2025 THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025 Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) NAACL 2025 Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images NAACL 2025 Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation CVPR 2025 Thunder-DeID: Accurate and Efficient De-identification Framework for Korean Court Judgments EMNLP 2025 TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025 TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment AAAI 2025 TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding ICCV 2025 Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025 TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning ICLR 2025 Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts ACL 2025 Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting ICML 2025 TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation CVPR 2025 TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding EMNLP 2025 TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation AAAI 2025 TLDR: Token-Level Detective Reward Model for Large Vision Language Models ICLR 2025 T-MAD: Target-driven Multimodal Alignment for Stance Detection EMNLP 2025 T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring COLING 2025