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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 701–710 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Exploring Human-Like Thinking in Search Simulations with Large Language Models	Apr 10, 2025	Data AugmentationInformation Retrieval	CodeCode Available	0	5
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining	Jun 4, 2019	ArticlesInformation Retrieval	CodeCode Available	0	5
Exploring GPT's Ability as a Judge in Music Understanding	Jan 22, 2025	Beat TrackingInformation Retrieval	CodeCode Available	0	5
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting Methods	Sep 13, 2024	ArticlesInformation Retrieval	CodeCode Available	0	5
Exploring Diachronic Lexical Semantics with JeSemE	Jul 1, 2017	Information RetrievalWord Embeddings	CodeCode Available	0	5
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels	Oct 26, 2024	BenchmarkingInformation Retrieval	CodeCode Available	0	5
Extraction and Analysis of Fictional Character Networks: A Survey	Jul 5, 2019	DescriptiveInformation Retrieval	CodeCode Available	0	5
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS	Jan 18, 2021	Information Retrievalmodel	CodeCode Available	0	5
An Ensemble Approach to Acronym Extraction using Transformers	Jan 9, 2022	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Explainable Deep Learning Analysis for Raga Identification in Indian Art Music	Jun 4, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	0	5

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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