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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 2211–2220 of 4740 papers

Title	Date	Tasks	Status	Hype
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERT	Apr 17, 2021	Information RetrievalRetrieval	CodeCode Available	0
Segmenting Subtitles for Correcting ASR Segmentation Errors	Apr 16, 2021	Information RetrievalMachine Translation	—Unverified	0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks	Apr 16, 2021	Information RetrievalQuestion Answering	—Unverified	0
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task	Apr 16, 2021	ArticlesDocument Classification	—Unverified	0
Towards Robust Neural Retrieval Models with Synthetic Pre-Training	Apr 15, 2021	Information RetrievalMachine Reading Comprehension	—Unverified	0
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval	Apr 15, 2021	BinarizationInformation Retrieval	—Unverified	0
Macro-Average: Rare Types Are Important Too	Apr 12, 2021	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search	Apr 9, 2021	Conversational SearchInformation Retrieval	—Unverified	0
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation	Apr 9, 2021	Information RetrievalQuestion Answering	—Unverified	0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces	Apr 8, 2021	Conversational SearchInformation 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