SOTAVerified|Agents Browse Leaderboard About Blog

Information Retrieval

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

( Image credit: sudhanshumittal )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2111–2120 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Computationally Efficient Algorithm for Learning Topical Collocation Models	Jul 1, 2015	Document ClassificationInformation Retrieval	—Unverified	0	0
Abstractive Text Summarization for Sanskrit Prose: A Study of Methods and Approaches	May 1, 2020	Abstractive Text SummarizationExtractive Text Summarization	—Unverified	0	0
Diversifying Neural Conversation Model with Maximal Marginal Relevance	Nov 1, 2017	DiversityDocument Summarization	—Unverified	0	0
Diversifiable Bootstrapping for Acquiring High-Coverage Paraphrase Resource	May 1, 2012	Information RetrievalMachine Translation	—Unverified	0	0
Distributional Thesauri for Information Retrieval and vice versa	May 1, 2016	Information RetrievalRetrieval	—Unverified	0	0
BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale	Oct 3, 2024	Efficient ExplorationInformation Retrieval	—Unverified	0	0
A new approach for query expansion using Wikipedia and WordNet	Jan 29, 2019	Information RetrievalRetrieval	—Unverified	0	0
Distributional Semantics for Resolving Bridging Mentions	Sep 1, 2015	ClusteringCoreference Resolution	—Unverified	0	0
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles	Jul 1, 2015	Information RetrievalSemantic Textual Similarity	—Unverified	0	0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning	Jul 7, 2022	Information RetrievalRetrieval	—Unverified	0	0

Show:10 25 50

← PrevPage 212 of 474Next →

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