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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 2971–2980 of 4740 papers

Title	Date	Tasks	Status	Hype
Knowledge Representation with Conceptual Spaces	Aug 1, 2018	Entity EmbeddingsInformation Retrieval	—Unverified	0
Cooperative Denoising for Distantly Supervised Relation Extraction	Aug 1, 2018	DenoisingInformation Retrieval	—Unverified	0
Context-Sensitive Generation of Open-Domain Conversational Responses	Aug 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Task-oriented Word Embedding for Text Classification	Aug 1, 2018	ClassificationGeneral Classification	CodeCode Available	0
Simple Neologism Based Domain Independent Models to Predict Year of Authorship	Aug 1, 2018	Domain AdaptationInformation Retrieval	—Unverified	0
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection	Aug 1, 2018	Information RetrievalKnowledge Base Completion	—Unverified	0
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction	Aug 1, 2018	Information RetrievalSentence	CodeCode Available	0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources	Aug 1, 2018	DecoderHandwriting Recognition	—Unverified	0
Unsupervised Morphology Learning with Statistical Paradigms	Aug 1, 2018	Information RetrievalSegmentation	CodeCode Available	0
Learning What to Share: Leaky Multi-Task Network for Text Classification	Aug 1, 2018	General ClassificationInformation Retrieval	—Unverified	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