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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 351–360 of 4740 papers

Title	Date	Tasks	Status	Hype
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization	Feb 27, 2025	Information RetrievalKnowledge Graphs	CodeCode Available	1
Building Russian Benchmark for Evaluation of Information Retrieval Models	Apr 17, 2025	Information RetrievalRetrieval	CodeCode Available	1
A Deep Recurrent Survival Model for Unbiased Ranking	Apr 30, 2020	Information Retrievalmodel	CodeCode Available	1
Boilerplate Removal using a Neural Sequence Labeling Model	Apr 22, 2020	ArticlesInformation Retrieval	CodeCode Available	1
GLOW : Global Weighted Self-Attention Network for Web Search	Jul 10, 2020	Document RankingInformation Retrieval	CodeCode Available	1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance	Aug 2, 2021	CPUGPU	CodeCode Available	1
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search	Jan 10, 2025	Information RetrievalQuantization	CodeCode Available	1
Keyphrase Extraction from Scientific Articles via Extractive Summarization	Jun 1, 2021	ArticlesExtractive Summarization	CodeCode Available	1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases	Mar 6, 2019	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational Bioimaging	Oct 23, 2023	ChatbotInformation Retrieval	CodeCode Available	1

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified