SOTAVerified

Text Retrieval

Text Retrieval is the task of finding the most text result (such as an answer, paragraph, or passage) given a query (which could be a question, keywords, or any relevant text)

Papers

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TitleStatusHype
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language ModelsCode7
h2oGPT: Democratizing Large Language ModelsCode6
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive RetrievalCode5
BM25S: Orders of magnitude faster lexical search via eager sparse scoringCode5
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationCode5
FG-CLIP: Fine-Grained Visual and Textual AlignmentCode4
Multi-label Cluster Discrimination for Visual Representation LearningCode4
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality TeachersCode4
RETSim: Resilient and Efficient Text SimilarityCode4
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic AlignmentCode4
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