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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 861–870 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval	Aug 9, 2021	Information RetrievalPassage Retrieval	CodeCode Available	0	5
Content-Based Weak Supervision for Ad-Hoc Re-Ranking	Jul 1, 2017	Information RetrievalRe-Ranking	CodeCode Available	0	5
Do Neural Ranking Models Intensify Gender Bias?	May 1, 2020	Information RetrievalPassage Retrieval	CodeCode Available	0	5
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering Forums	Sep 1, 2017	Community Question AnsweringInformation Retrieval	CodeCode Available	0	5
Dynamic Facet Selection by Maximizing Graded Relevance	Aug 1, 2021	Document RankingInformation Retrieval	CodeCode Available	0	5
A Study of Implicit Ranking Unfairness in Large Language Models	Nov 13, 2023	Data AugmentationFairness	CodeCode Available	0	5
Multimodal weighted graph representation for information extraction from visually rich documents.	Jan 5, 2024	Document Layout Analysisdocument understanding	CodeCode Available	0	5
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction System	Dec 1, 2020	Information RetrievalQuestion Answering	CodeCode Available	0	5
A Unified Neural Architecture for Instrumental Audio Tasks	Mar 1, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0	5
DocMMIR: A Framework for Document Multi-modal Information Retrieval	May 25, 2025	ArticlesCross-Modal 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