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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 4071–4080 of 4740 papers

Title	Date	Tasks	Status	Hype
CAWA: An Attention-Network for Credit Attribution	Nov 26, 2019	Information RetrievalMultilabel Text Classification	CodeCode Available	0
An Ensemble Approach to Acronym Extraction using Transformers	Jan 9, 2022	Information RetrievalLanguage Modeling	CodeCode Available	0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages	Dec 17, 2024	Cross-Lingual Information RetrievalCross-Lingual Transfer	CodeCode Available	0
ReQA: An Evaluation for End-to-End Answer Retrieval Models	Jul 10, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
Efficient Conversational Search via Topical Locality in Dense Retrieval	Apr 30, 2025	Conversational SearchInformation Retrieval	CodeCode Available	0
Topical Coherence in LDA-based Models through Induced Segmentation	Jul 1, 2017	Ad-Hoc Information RetrievalGeneral Classification	CodeCode Available	0
HIRO: Hierarchical Information Retrieval Optimization	Jun 14, 2024	Information RetrievalRAG	CodeCode Available	0
Marvin: Semantic annotation using multiple knowledge sources	Feb 1, 2016	Information RetrievalRetrieval	CodeCode Available	0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More	Feb 11, 2025	DecoderInformation Retrieval	CodeCode Available	0
Greedy Optimized Multileaving for Personalization	Jul 19, 2019	Information RetrievalRecommendation Systems	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