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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 741–750 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
An Information Retrieval and Extraction Tool for Covid-19 Related Papers	Jan 20, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Improved IR-based Bug Localization with Intelligent Relevance Feedback	Jan 17, 2025	Information Retrieval	CodeCode Available	0	5
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching	Apr 26, 2020	ClusteringForm	CodeCode Available	0	5
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems	Jul 11, 2024	Information RetrievalModel Selection	CodeCode Available	0	5
Improving Neural Ranking Models with Traditional IR Methods	Aug 29, 2023	Information RetrievalRetrieval	CodeCode Available	0	5
Exploring Human-Like Thinking in Search Simulations with Large Language Models	Apr 10, 2025	Data AugmentationInformation Retrieval	CodeCode Available	0	5
FALQU: Finding Answers to Legal Questions	Apr 12, 2023	Information RetrievalRetrieval	CodeCode Available	0	5
An Information Retrieval Approach to Short Text Conversation	Aug 29, 2014	Information RetrievalRetrieval	CodeCode Available	0	5
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval	Mar 21, 2022	Information RetrievalMath	CodeCode Available	0	5
Evaluation Measures for Relevance and Credibility in Ranked Lists	Aug 23, 2017	Information RetrievalRetrieval	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