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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 301–310 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators	Nov 25, 2021	Information RetrievalLanguage Modelling	CodeCode Available	1	5
GFTE: Graph-based Financial Table Extraction	Mar 17, 2020	Information RetrievalPosition	CodeCode Available	1	5
Exploring Dual Encoder Architectures for Question Answering	Apr 14, 2022	Information RetrievalQuestion Answering	CodeCode Available	1	5
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)	Dec 23, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	1	5
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction	Apr 16, 2021	Information RetrievalKeyword Extraction	CodeCode Available	1	5
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better	Jun 16, 2021	Deep LearningInformation Retrieval	CodeCode Available	1	5
GuP: Fast Subgraph Matching by Guard-based Pruning	Jun 11, 2023	Information RetrievalRetrieval	CodeCode Available	1	5
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution	Jul 31, 2023	Information RetrievalInformativeness	CodeCode Available	1	5
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding	Feb 28, 2024	document understandingInformation Retrieval	CodeCode Available	1	5
Efficiently predicting high resolution mass spectra with graph neural networks	Jan 26, 2023	Graph ClassificationInformation Retrieval	CodeCode Available	1	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