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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 2031–2040 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Do ``Undocumented Workers'' == ``Illegal Aliens''? Differentiating Denotation and Connotation in Vector Spaces	Nov 1, 2020	DiversityInformation Retrieval	—Unverified	0	0
DoQA - Accessing Domain-Specific FAQs via Conversational QA	Jul 1, 2020	Conversational Question AnsweringInformation Retrieval	—Unverified	0	0
Aggregated Semantic Matching for Short Text Entity Linking	Oct 1, 2018	Card GamesEntity Linking	—Unverified	0	0
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval	Aug 21, 2022	DecoderInformation Retrieval	—Unverified	0	0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA	May 4, 2020	Conversational Question AnsweringInformation Retrieval	—Unverified	0	0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres	Jan 31, 2024	Abstractive Text Summarizationcoreference-resolution	—Unverified	0	0
Do Perceived Gender Biases in Retrieval Results Affect Relevance Judgements?	Mar 3, 2022	Information RetrievalRetrieval	—Unverified	0	0
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers	Oct 11, 2022	Information RetrievalRetrieval	—Unverified	0	0
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

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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