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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 2301–2310 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning Representations by Contrasting Clusters While Bootstrapping Instances	Jan 1, 2021	ClusteringContrastive Learning	—Unverified	0
VilNMN: A Neural Module Network approach to Video-Grounded Language Tasks	Jan 1, 2021	Information RetrievalQuestion Answering	—Unverified	0
Audio Content Analysis	Jan 1, 2021	Emotion RecognitionGeneral Classification	—Unverified	0
A Truly Constant-time Distribution-aware Negative Sampling	Jan 1, 2021	Information RetrievalRetrieval	—Unverified	0
A Tale of Two Efficient and Informative Negative Sampling Distributions	Dec 31, 2020	CPUGPU	—Unverified	0
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision	Dec 29, 2020	Information RetrievalLearning-To-Rank	CodeCode Available	0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment	Dec 28, 2020	Information RetrievalQuestion Answering	—Unverified	0
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes	Dec 28, 2020	Information RetrievalRetrieval	—Unverified	0
Neural document expansion for ad-hoc information retrieval	Dec 27, 2020	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
Understanding and Predicting Characteristics of Test Collections in Information Retrieval	Dec 24, 2020	Information RetrievalRetrieval	—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