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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 2041–2050 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Don't read, just look: Main content extraction from web pages using visual features	Oct 27, 2021	Information RetrievalRetrieval	—Unverified	0	0
Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?	May 22, 2025	Information RetrievalPassage Reranking	—Unverified	0	0
Better Retrieval May Not Lead to Better Question Answering	May 7, 2022	Information RetrievalOpen-Domain Question Answering	—Unverified	0	0
Don't forget private retrieval: distributed private similarity search for large language models	Nov 21, 2023	Information RetrievalRetrieval	—Unverified	0	0
Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3	Oct 17, 2024	Information Retrieval	—Unverified	0	0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus	May 1, 2018	Information Retrieval	—Unverified	0	0
Domain Transfer based Data Augmentation for Neural Query Translation	Dec 1, 2020	Cross-Lingual Information RetrievalData Augmentation	—Unverified	0	0
Domain-specific vs. Uniform Modeling for Coreference Resolution	May 1, 2012	coreference-resolutionCoreference Resolution	—Unverified	0	0
Domain-Sensitive Temporal Tagging By Jannik Str\"otgen, Michael Gertz	Jun 1, 2018	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0	0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data	Apr 1, 2021	Information RetrievalRetrieval	—Unverified	0	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