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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 3621–3630 of 4740 papers

Title	Date	Tasks	Status	Hype
LSTM-Based Predictions for Proactive Information Retrieval	Jun 20, 2016	Information RetrievalRetrieval	—Unverified	0
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models	Jun 14, 2016	BIG-bench Machine LearningCollaborative Filtering	—Unverified	0
Learning Term Weights for Ad-hoc Retrieval	Jun 14, 2016	Information RetrievalLearning-To-Rank	—Unverified	0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based Analyzer	Jun 9, 2016	Emotion RecognitionInformation Retrieval	CodeCode Available	0
Large scale biomedical texts classification: a kNN and an ESA-based approaches	Jun 9, 2016	ClassificationGeneral Classification	—Unverified	0
But What Do We Actually Know?	Jun 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research	Jun 1, 2016	Information RetrievalRetrieval	—Unverified	0
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification	Jun 1, 2016	Dependency ParsingGeneral Classification	—Unverified	0
ISCAS\_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features	Jun 1, 2016	Information RetrievalMachine Translation	—Unverified	0
DalGTM at SemEval-2016 Task 1: Importance-Aware Compositional Approach to Short Text Similarity	Jun 1, 2016	Information RetrievalSemantic Textual Similarity	—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