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Information Retrieval

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

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3351–3360 of 4740 papers

Title	Date	Tasks	Status	Hype
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents	Jul 1, 2017	Information RetrievalKeyphrase Extraction	—Unverified	0
Evaluating Compound Splitters Extrinsically with Textual Entailment	Jul 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules	Jul 1, 2017	Information Retrieval	CodeCode Available	0
Variation Autoencoder Based Network Representation Learning for Classification	Jul 1, 2017	ClassificationDocument Classification	—Unverified	0
Content-Based Weak Supervision for Ad-Hoc Re-Ranking	Jul 1, 2017	Information RetrievalRe-Ranking	CodeCode Available	0
Extended Named Entity Recognition API and Its Applications in Language Education	Jul 1, 2017	Dialogue GenerationInformation Retrieval	—Unverified	0
Topical Coherence in LDA-based Models through Induced Segmentation	Jul 1, 2017	Ad-Hoc Information RetrievalGeneral Classification	CodeCode Available	0
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine	Jul 1, 2017	ChatbotInformation Retrieval	—Unverified	0
Neural Relation Extraction with Multi-lingual Attention	Jul 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Exploring Diachronic Lexical Semantics with JeSemE	Jul 1, 2017	Information RetrievalWord Embeddings	CodeCode Available	0

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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