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 4681–4690 of 4740 papers

Title	Date	Tasks	Status	Hype
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection	Nov 20, 2018	General ClassificationInformation Retrieval	CodeCode Available	0
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search	Apr 17, 2024	ClusteringInformation Retrieval	CodeCode Available	0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval	May 19, 2018	Information RetrievalKnowledge Graphs	CodeCode Available	0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models	Aug 25, 2023	Information RetrievalPassage Retrieval	CodeCode Available	0
USimAgent: Large Language Models for Simulating Search Users	Mar 14, 2024	Information RetrievalUser Simulation	CodeCode Available	0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance	Dec 31, 2023	Information RetrievalRetrieval	CodeCode Available	0
Relation Extraction : A Survey	Dec 14, 2017	ArticlesInformation Retrieval	CodeCode Available	0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking	Dec 18, 2019	Information RetrievalRetrieval	CodeCode Available	0
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?	Nov 11, 2024	Information Retrieval	CodeCode Available	0
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets	Sep 15, 2023	Information RetrievalRetrieval	CodeCode Available	0

Show:10 25 50

← PrevPage 469 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