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Papers (including subtopics)

Vision-Language Models Struggle to Align Entities across Modalities ACL 2025 VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents ICLR 2025 VisTRA: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering ACL 2025 Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning ICML 2025 Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs ICLR 2025 Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark ICLR 2025 Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025 Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025 Visual Representations of Temporal Relations between Events and Time Expressions in News Stories ACL 2025 Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025 VITED: Video Temporal Evidence Distillation CVPR 2025 ViToSA: Audio-Based Toxic Spans Detection on Vietnamese Speech Utterances Interspeech 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025 VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training EMNLP 2025 VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING 2025 VMWE identification with models trained on GUD (a UDv.2 treebank of Standard Modern Greek) NAACL 2025 Voice Activity-based Text Segmentation for ASR Text Denormalization Interspeech 2025 VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025 VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025 VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning AAAI 2025 VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering AAAI 2025 VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning EMNLP 2025 VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions ACL 2025 Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025