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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 3881–3890 of 4740 papers

Title	Date	Tasks	Status	Hype
A Method of Accounting Bigrams in Topic Models	Jun 1, 2015	Document SummarizationInformation Retrieval	—Unverified	0
Extending NegEx with Kernel Methods for Negation Detection in Clinical Text	Jun 1, 2015	Information RetrievalNegation	—Unverified	0
Rhetorical Figure Detection: the Case of Chiasmus	Jun 1, 2015	Information Retrieval	—Unverified	0
Named Entity Recognition for Arabic Social Media	Jun 1, 2015	Information Retrievalnamed-entity-recognition	—Unverified	0
Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Linking the Thoughts: Analysis of Argumentation Structures in Scientific Publications	Jun 1, 2015	Information RetrievalSemantic Textual Similarity	—Unverified	0
Neural context embeddings for automatic discovery of word senses	Jun 1, 2015	Information RetrievalReading Comprehension	—Unverified	0
Building a Lexicon of Formulaic Language for Language Learners	Jun 1, 2015	Information Retrieval	—Unverified	0
Paraphrase Identification and Semantic Similarity in Twitter with Simple Features	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation	Jun 1, 2015	Document RankingInformation 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