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 4421–4430 of 4740 papers

Title	Date	Tasks	Status	Hype
DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval	Nov 1, 2018	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	0
Asynchronous Training of Word Embeddings for Large Text Corpora	Dec 7, 2018	Information RetrievalRetrieval	CodeCode Available	0
Music Genre Classification using Large Language Models	Oct 10, 2024	ClassificationGenre classification	CodeCode Available	0
BERT with History Answer Embedding for Conversational Question Answering	May 14, 2019	Conversational Question AnsweringConversational Search	CodeCode Available	0
Keyphrase Extraction for N-best Reranking in Multi-Sentence Compression	Jun 1, 2013	Information RetrievalKeyphrase Extraction	CodeCode Available	0
Fair Ranking with Noisy Protected Attributes	Nov 30, 2022	FairnessInformation Retrieval	CodeCode Available	0
Music Instrument Classification Reprogrammed	Nov 15, 2022	ClassificationInformation Retrieval	CodeCode Available	0
Key-Value Retrieval Networks for Task-Oriented Dialogue	May 15, 2017	Information RetrievalRetrieval	CodeCode Available	0
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native Speakers	Apr 10, 2024	Information RetrievalRetrieval	CodeCode Available	0
BERT is not The Count: Learning to Match Mathematical Statements with Proofs	Feb 18, 2023	ArticlesInformation Retrieval	CodeCode Available	0

Show:10 25 50

← PrevPage 443 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