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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models NAACL 2024
A Concise Report of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text EACL 2024
Sequential Compositional Generalization in Multimodal Models NAACL 2024
Generating Signed Language Instructions in Large-Scale Dialogue Systems NAACL 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism NAACL 2024
MasonPerplexity at Multimodal Hate Speech Event Detection 2024: Hate Speech and Target Detection Using Transformer Ensembles EACL 2024
M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation NAACL 2024
LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures ACL 2024
Efficient End-to-End Visual Document Understanding with Rationale Distillation NAACL 2024
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration NAACL 2024
CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets EACL 2024
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP NAACL 2024
YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model EACL 2024
Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition ACL 2024
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024
VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach SEMEVAL 2024
Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles SEMEVAL 2024
The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024
A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions COLING 2024
Testing the Depth of ChatGPT’s Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5’s Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking EACL 2024
AAST-NLP at Multimodal Hate Speech Event Detection 2024 : A Multimodal Approach for Classification of Text-Embedded Images Based on CLIP and BERT-Based Models. EACL 2024
Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding COLING 2024
Describing Images Fast and Slow: Quantifying and Predicting the Variation in Human Signals during Visuo-Linguistic Processes EACL 2024
RECANTFormer: Referring Expression Comprehension with Varying Numbers of Targets EMNLP 2024