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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 3261–3270 of 4740 papers

Title	Date	Tasks	Status	Hype
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages	Sep 1, 2017	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Learning to Rank Semantic Coherence for Topic Segmentation	Sep 1, 2017	Common Sense ReasoningDiscourse Parsing	—Unverified	0
Transition-Based Disfluency Detection using LSTMs	Sep 1, 2017	Information Retrieval	CodeCode Available	0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization	Sep 1, 2017	Document SummarizationExtractive Summarization	CodeCode Available	0
StruAP: A Tool for Bundling Linguistic Trees through Structure-based Abstract Pattern	Sep 1, 2017	Decision MakingInformation Retrieval	—Unverified	0
Structured Generation of Technical Reading Lists	Sep 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Recognizing Textual Entailment in Twitter Using Word Embeddings	Sep 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes	Sep 1, 2017	Information RetrievalStance Detection	—Unverified	0
Acquisition, Representation and Usage of Conceptual Hierarchies	Sep 1, 2017	Information RetrievalRetrieval	—Unverified	0
Context-Sensitive Recognition for Emerging and Rare Entities	Sep 1, 2017	Information Retrievalnamed-entity-recognition	—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