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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 3601–3610 of 4740 papers

Title	Date	Tasks	Status	Hype
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization	Aug 1, 2016	Dependency ParsingDocument Classification	—Unverified	0
Automatic Labeling of Topic Models Using Text Summaries	Aug 1, 2016	Information RetrievalTopic Models	—Unverified	0
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents	Aug 1, 2016	ChatbotCommunity Question Answering	—Unverified	0
Multi-Modal Representations for Improved Bilingual Lexicon Learning	Aug 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Online Information Retrieval for Language Learning	Aug 1, 2016	Information RetrievalLanguage Acquisition	—Unverified	0
Labeling of Query Words using Conditional Random Field	Jul 29, 2016	Information RetrievalLanguage Identification	—Unverified	0
Authorship Verification - An Approach based on Random Forest	Jul 29, 2016	Authorship AttributionAuthorship Verification	—Unverified	0
The Surfer Model with a Hybrid Approach to Ranking the Web Pages	Jul 26, 2016	Information RetrievalRetrieval	—Unverified	0
Implicit Negative Feedback in Clinical Information Retrieval	Jul 12, 2016	Information RetrievalRetrieval	—Unverified	0
Explaining Deep Convolutional Neural Networks on Music Classification	Jul 8, 2016	Chord RecognitionClassification	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