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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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–210 of 4740 papers

Title	Date	Tasks	Status	Hype
Context-Efficient Retrieval with Factual Decomposition	Mar 25, 2025	FormInformation Retrieval	—Unverified	0
FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs	Mar 25, 2025	Efficient ExplorationInformation Retrieval	—Unverified	0
Reverse-Engineering the Retrieval Process in GenIR Models	Mar 25, 2025	DecoderInformation Retrieval	CodeCode Available	0
GENIUS: A Generative Framework for Universal Multimodal Search	Mar 25, 2025	Information RetrievalQuantization	CodeCode Available	2
Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation	Mar 24, 2025	Information Retrieval	—Unverified	0
A Survey of Large Language Model Agents for Question Answering	Mar 24, 2025	Answer GenerationInformation Retrieval	—Unverified	0
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis	Mar 24, 2025	Claim VerificationInformation Retrieval	—Unverified	0
Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval	Mar 24, 2025	Information RetrievalRetrieval	—Unverified	0
Toward building next-generation Geocoding systems: a systematic review	Mar 24, 2025	Information RetrievalRetrieval	—Unverified	0
Dense Retrieval for Low Resource Languages -- the Case of Amharic Language	Mar 24, 2025	Information RetrievalRetrieval	—Unverified	0

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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