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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 3401–3410 of 4740 papers

Title	Date	Tasks	Status	Hype
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words	Apr 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
Automated WordNet Construction Using Word Embeddings	Apr 1, 2017	Information RetrievalMachine Translation	CodeCode Available	0
Simple Compound Splitting for German	Apr 1, 2017	Information RetrievalLEMMA	—Unverified	0
A Preliminary Study of Croatian Lexical Substitution	Apr 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Improving Clinical Diagnosis Inference through Integration of Structured and Unstructured Knowledge	Apr 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Comparison of String Similarity Measures for Obscenity Filtering	Apr 1, 2017	Information RetrievalSentiment Analysis	—Unverified	0
Ultra-Concise Multi-genre Summarisation of Web2.0: towards Intelligent Content Generation	Apr 1, 2017	Information RetrievalOpinion Mining	—Unverified	0
Towards Never Ending Language Learning for Morphologically Rich Languages	Apr 1, 2017	Information RetrievalSpecificity	—Unverified	0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search	Apr 1, 2017	Information RetrievalMachine Translation	—Unverified	0
ParaDi: Dictionary of Paraphrases of Czech Complex Predicates with Light Verbs	Apr 1, 2017	Information RetrievalMachine Translation	—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