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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 211–220 of 4740 papers

Title	Date	Tasks	Status	Hype
Conversational Document Prediction to Assist Customer Care Agents	Oct 5, 2020	Information RetrievalPrediction	CodeCode Available	1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval	Sep 5, 2022	Cross-lingual Fact-checkingCross-Lingual Information Retrieval	CodeCode Available	1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search	Jan 29, 2021	Information RetrievalRecommendation Systems	CodeCode Available	1
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering	Nov 7, 2019	Information RetrievalOpen-Domain Question Answering	CodeCode Available	1
Conversational Entity Linking: Problem Definition and Datasets	May 11, 2021	Entity LinkingInformation Retrieval	CodeCode Available	1
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP	Oct 25, 2023	Binary ClassificationDeep Learning	CodeCode Available	1
GitTables: A Large-Scale Corpus of Relational Tables	Jun 14, 2021	Information RetrievalTable annotation	CodeCode Available	1
GPU-based Private Information Retrieval for On-Device Machine Learning Inference	Jan 26, 2023	CPUGPU	CodeCode Available	1
Complex Knowledge Base Question Answering: A Survey	Aug 15, 2021	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction	Oct 18, 2023	Information RetrievalLegal Reasoning	CodeCode Available	1

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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