Multimodal Learning

CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models NeurIPS 2024 Codec-SUPERB: An In-Depth Analysis of Sound Codec Models ACL 2024 Code-Mixed Text Augmentation for Latvian ASR COLING 2024 CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024 CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ACL 2024 CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models ACL 2024 CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering CVPR 2024 Cognitive Information Bottleneck: Extracting Minimal Sufficient Cognitive Language Processing Signals COLING 2024 Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ACL 2024 CogniVoice: Multimodal and Multilingual Fusion Networks for Mild Cognitive Impairment Assessment from Spontaneous Speech Interspeech 2024 CogVLM: Visual Expert for Pretrained Language Models NeurIPS 2024 CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NeurIPS 2024 CoLLaVO: Crayon Large Language and Vision mOdel ACL 2024 Collecting High-quality Multi-modal Conversational Search Data for E-Commerce ACL 2024 Collecting Human-Agent Dialogue Dataset with Frontal Brain Signal toward Capturing Unexpressed Sentiment COLING 2024 ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation ACL 2024 CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching NeurIPS 2024 Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond ICML 2024 Combining Acoustic Feature Sets for Detecting Mild Cognitive Impairment in the Interspeech'24 TAUKADIAL Challenge Interspeech 2024 Combining Discourse Coherence with Large Language Models for More Inclusive, Equitable, and Robust Task-Oriented Dialogue COLING 2024 Combining Observational Data and Language for Species Range Estimation NeurIPS 2024 ComCLIP: Training-Free Compositional Image and Text Matching NAACL 2024 COMMA: Co-articulated Multi-Modal Learning AAAI 2024 Common Ground Tracking in Multimodal Dialogue COLING 2024 CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024