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Multimodal Learning

13,057 papers

Papers per year

Papers

PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis ACL 2025
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025
HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding ACL 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts ACL 2025
Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs ACL 2025
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging ACL 2025
SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation ACL 2025
DecepBench: Benchmarking Multimodal Deception Detection ACL 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025
RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025
Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025
Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 2025
Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025
Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models ACL 2025
SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025
Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis COLING 2025
Noise-powered Multi-modal Knowledge Graph Representation Framework COLING 2025
Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation COLING 2025