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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 4201–4210 of 4740 papers

Title	Date	Tasks	Status	Hype
Revision Transformers: Instructing Language Models to Change their Values	Oct 19, 2022	Information RetrievalRetrieval	CodeCode Available	0
Improving Retrieval-Based Question Answering with Deep Inference Models	Dec 7, 2018	Information RetrievalNatural Language Inference	CodeCode Available	0
Yara Parser: A Fast and Accurate Dependency Parser	Mar 23, 2015	ARCDependency Parsing	CodeCode Available	0
MIRB: Mathematical Information Retrieval Benchmark	May 21, 2025	Automated Theorem ProvingInformation Retrieval	CodeCode Available	0
Do Neural Ranking Models Intensify Gender Bias?	May 1, 2020	Information RetrievalPassage Retrieval	CodeCode Available	0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction System	Dec 1, 2020	Information RetrievalQuestion Answering	CodeCode Available	0
A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look	Nov 13, 2024	Information RetrievalRAG	CodeCode Available	0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot Setting	Apr 25, 2023	Information RetrievalLanguage Modelling	CodeCode Available	0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual Context	Apr 13, 2018	Information RetrievalRetrieval	CodeCode Available	0
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution	May 18, 2023	Information RetrievalReranking	CodeCode Available	0

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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