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 3361–3370 of 4740 papers

Title	Date	Tasks	Status	Hype
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings	Jul 1, 2017	Domain AdaptationInformation Retrieval	—Unverified	0
Beyond Words: Deep Learning for Multiword Expressions and Collocations	Jul 1, 2017	Deep LearningInformation Retrieval	—Unverified	0
Olelo: A Question Answering Application for Biomedicine	Jul 1, 2017	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation Systems	Jul 1, 2017	Information RetrievalMachine Translation	CodeCode Available	0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction	Jul 1, 2017	Information RetrievalMachine Translation	—Unverified	0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering	Jul 1, 2017	Answer SelectionFeature Engineering	—Unverified	0
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge	Jul 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Feature Hashing for Language and Dialect Identification	Jul 1, 2017	Dialect IdentificationDimensionality Reduction	—Unverified	0
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling	Jul 1, 2017	Document ClassificationInformation Retrieval	—Unverified	0
Improving Distributed Representations of Tweets - Present and Future	Jul 1, 2017	Information RetrievalRepresentation Learning	—Unverified	0

Show:10 25 50

← PrevPage 337 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