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 3471–3480 of 4740 papers

Title	Date	Tasks	Status	Hype
Community Detection on Evolving Graphs	Dec 1, 2016	ClusteringCommunity Detection	—Unverified	0
Succinct Data Structures for NLP-at-Scale	Dec 1, 2016	Information RetrievalLanguage Modelling	—Unverified	0
The Role of Wikipedia in Text Analysis and Retrieval	Dec 1, 2016	Coreference ResolutionInformation Retrieval	—Unverified	0
PKUSUMSUM : A Java Platform for Multilingual Document Summarization	Dec 1, 2016	Chinese Word SegmentationDocument Summarization	—Unverified	0
Named Entity Disambiguation for little known referents: a topic-based approach	Dec 1, 2016	Entity DisambiguationEntity Linking	—Unverified	0
Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis	Dec 1, 2016	AttributeInformation Retrieval	—Unverified	0
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks	Dec 1, 2016	Dependency ParsingInformation Retrieval	—Unverified	0
Hybrid Question Answering over Knowledge Base and Free Text	Dec 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
A Unified Architecture for Semantic Role Labeling and Relation Classification	Dec 1, 2016	ClassificationFeature Engineering	—Unverified	0
ENIAM: Categorial Syntactic-Semantic Parser for Polish	Dec 1, 2016	Information RetrievalLemmatization	—Unverified	0

Show:10 25 50

← PrevPage 348 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