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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 3161–3170 of 4740 papers

Title	Date	Tasks	Status	Hype
Legal Question Answering using Ranking SVM and Deep Convolutional Neural Network	Mar 16, 2017	Information RetrievalQuestion Answering	—Unverified	0
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval	Apr 19, 2025	Information RetrievalQuestion Answering	—Unverified	0
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis	Jul 11, 2017	Information RetrievalRetrieval	—Unverified	0
Lemmatisation as a Tagging Task	Jul 1, 2012	Information RetrievalPart-Of-Speech Tagging	—Unverified	0
Lemmatising Serbian as Category Tagging with Bidirectional Sequence Classification	May 1, 2012	ClassificationGeneral Classification	—Unverified	0
Le Petit Prince in UNL	May 1, 2012	Information RetrievalMachine Translation	—Unverified	0
Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?	Jan 21, 2022	Information RetrievalRetrieval	—Unverified	0
Lessons from Contextual Bandit Learning in a Customer Support Bot	May 6, 2019	Information RetrievalMulti-Armed Bandits	—Unverified	0
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies	Sep 23, 2024	Information RetrievalRAG	—Unverified	0
Let Sense Bags Do Talking: Cross Lingual Word Semantic Similarity for English and Hindi	Dec 1, 2015	Image RetrievalInformation Retrieval	—Unverified	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