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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 731–740 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations	Nov 1, 2021	Information RetrievalLanguage Modelling	CodeCode Available	0	5
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective	Apr 10, 2025	Document RankingInformation Retrieval	CodeCode Available	0	5
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval	Jul 23, 2024	Information RetrievalLanguage Modeling	CodeCode Available	0	5
An empirical study on the names of points of interest and their changes with geographic distance	Jun 21, 2018	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	0	5
Explaining Deep Convolutional Neural Networks on Music Classification	Jul 8, 2016	Chord RecognitionClassification	CodeCode Available	0	5
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion	Jun 5, 2025	Information RetrievalLanguage Modeling	CodeCode Available	0	5
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms	Dec 22, 2023	Information RetrievalRetrieval	CodeCode Available	0	5
An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages	Jun 17, 2022	Information RetrievalRetrieval	CodeCode Available	0	5
BERT with History Answer Embedding for Conversational Question Answering	May 14, 2019	Conversational Question AnsweringConversational Search	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

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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