conftrace_

multimodal retrieval

79 papers

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Co-occurring keywords

retrieval-augmented generation (1592) multimodal learning (4645) vision-language model (2348) information retrieval (1514) large language model (13587) contrastive learning (4032) cross-modal retrieval (351) zero-shot learning (3650) document retrieval (228) dense retrieval (281)

Papers

Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval EMNLP 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024
Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer COLING 2024
Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions AAAI 2024
Visual Language – Let the Product Say What You Want AAAI 2024
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024
Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024
EchoSight: Advancing Visual-Language Models with Wiki Knowledge EMNLP 2024
UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation EMNLP 2024
Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024
Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection EMNLP 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NIPS 2024
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models ACL 2024
Learning Spatially-Aware Language and Audio Embeddings NIPS 2024
Unified Embeddings for Multimodal Retrieval via Frozen LLMs EACL 2024
SRCB at SemEval-2023 Task 1: Prompt Based and Cross-Modal Retrieval Enhanced Visual Word Sense Disambiguation ACL 2023
Relaxing Contrastiveness in Multimodal Representation Learning WACV 2023
Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation EMNLP 2023
Recipe2Video: Synthesizing Personalized Videos From Recipe Texts WACV 2023
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks EACL 2023
SRCB at SemEval-2023 Task 1: Prompt Based and Cross-Modal Retrieval Enhanced Visual Word Sense Disambiguation SEMEVAL 2023