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Multimodal Learning

13,057 papers

Papers per year

Papers

CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG ACL 2025
AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025
Design Choices for Extending the Context Length of Visual Language Models ACL 2025
Automatic detection of dyslexia based on eye movements during reading in Russian ACL 2025
BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025
Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering ACL 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025
Towards Geo-Culturally Grounded LLM Generations ACL 2025
Do Multimodal Large Language Models Truly See What We Point At? Investigating Indexical, Iconic, and Symbolic Gesture Comprehension ACL 2025
Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ACL 2025
Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model ACL 2025
Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025
Transferring Textual Preferences to Vision-Language Understanding through Model Merging ACL 2025
WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models ACL 2025
MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025
DEEP: an automatic bidirectional translator leveraging an ASR for translation of Italian sign language ACL 2025
FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes ACL 2025
FlagEval-Arena: A Side-by-Side Comparative Evaluation Platform for Large Language Models and Text-Driven AIGC ACL 2025
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation ACL 2025
Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection ACL 2025
Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio ACL 2025
Chart Question Answering from Real-World Analytical Narratives ACL 2025
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ACL 2025
Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025