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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Showing 1–25 of 671 papers

Title	Date	Tasks	Status	Hype
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models	Jan 21, 2025	RAGRetrieval	CodeCode Available	7
h2oGPT: Democratizing Large Language Models	Jun 13, 2023	ChatbotFairness	CodeCode Available	6
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval	Jul 16, 2024	Question AnsweringRetrieval	CodeCode Available	5
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation	Jan 28, 2022	Image CaptioningImage-text matching	CodeCode Available	5
BM25S: Orders of magnitude faster lexical search via eager sparse scoring	Jul 4, 2024	Passage RetrievalRetrieval	CodeCode Available	5
MTEB: Massive Text Embedding Benchmark	Oct 13, 2022	BenchmarkingInformation Retrieval	CodeCode Available	4
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers	Feb 29, 2024	RetrievalText Retrieval	CodeCode Available	4
FG-CLIP: Fine-Grained Visual and Textual Alignment	May 8, 2025	Image-text Retrievalobject-detection	CodeCode Available	4
Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers	Jul 14, 2022	RetrievalText Retrieval	CodeCode Available	4
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment	Oct 3, 2023	Audio ClassificationContrastive Learning	CodeCode Available	4
RETSim: Resilient and Efficient Text Similarity	Nov 28, 2023	Adversarial TextClustering	CodeCode Available	4
Multi-label Cluster Discrimination for Visual Representation Learning	Jul 24, 2024	Contrastive LearningImage-text Retrieval	CodeCode Available	4
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding	Feb 9, 2025	Image CaptioningImage-text Retrieval	CodeCode Available	3
Vision-Language Pre-training: Basics, Recent Advances, and Future Trends	Oct 17, 2022	Few-Shot LearningImage Captioning	CodeCode Available	3
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities	May 18, 2023	1 Image, 2*2 StitchiAction Classification	CodeCode Available	3
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models	Feb 8, 2022	DiagnosticImage Captioning	CodeCode Available	3
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation	Apr 4, 2023	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	3
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models	Mar 31, 2024	Image-text RetrievalLanguage Modeling	CodeCode Available	3
Egocentric Video-Language Pretraining	Jun 3, 2022	Action RecognitionContrastive Learning	CodeCode Available	2
Efficient Remote Sensing with Harmonized Transfer Learning and Modality Alignment	Apr 28, 2024	Cross-Modal RetrievalImage Retrieval	CodeCode Available	2
DreamLIP: Language-Image Pre-training with Long Captions	Mar 25, 2024	Contrastive LearningImage-text Retrieval	CodeCode Available	2
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models	Apr 17, 2021	Argument RetrievalBenchmarking	CodeCode Available	2
AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models	Nov 28, 2024	Audio captioningAudio to Text Retrieval	CodeCode Available	2
Distillation Enhanced Generative Retrieval	Feb 16, 2024	RetrievalText Retrieval	CodeCode Available	2
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations	Apr 29, 2024	RetrievalText Retrieval	CodeCode Available	2

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