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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 3511–3520 of 4740 papers

Title	Date	Tasks	Status	Hype
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks	Dec 1, 2016	Dependency ParsingInformation Retrieval	—Unverified	0
A Unified Architecture for Semantic Role Labeling and Relation Classification	Dec 1, 2016	ClassificationFeature Engineering	—Unverified	0
Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis	Dec 1, 2016	AttributeInformation Retrieval	—Unverified	0
Hashtag Recommendation with Topical Attention-Based LSTM	Dec 1, 2016	Collaborative FilteringFeature Engineering	—Unverified	0
A Neural Attention Model for Disfluency Detection	Dec 1, 2016	DecoderInformation Retrieval	—Unverified	0
Community Detection on Evolving Graphs	Dec 1, 2016	ClusteringCommunity Detection	—Unverified	0
Different Contexts Lead to Different Word Embeddings	Dec 1, 2016	ClusteringInformation Retrieval	—Unverified	0
Structured Aspect Extraction	Dec 1, 2016	Aspect-Based Sentiment Analysis (ABSA)Aspect Extraction	—Unverified	0
Revisiting Taxonomy Induction over Wikipedia	Dec 1, 2016	Information Retrieval	—Unverified	0
Subdialectal Differences in Sorani Kurdish	Dec 1, 2016	General ClassificationInformation 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