SOTAVerified|Agents Browse Leaderboard About Blog

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3151–3160 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning to Temporally Order Medical Events in Clinical Text	Jul 1, 2012	Document SummarizationInformation Retrieval	—Unverified	0
Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval	Oct 1, 2014	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Learning to Truncate Ranked Lists for Information Retrieval	Feb 25, 2021	Information RetrievalRetrieval	—Unverified	0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries	Dec 1, 2016	Document RankingInformation Retrieval	—Unverified	0
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval	Jun 1, 2014	Information RetrievalLearning-To-Rank	—Unverified	0
Learning What to Share: Leaky Multi-Task Network for Text Classification	Aug 1, 2018	General ClassificationInformation Retrieval	—Unverified	0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA	Sep 23, 2024	Conversational Question AnsweringInformation Retrieval	—Unverified	0
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations	Jul 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
Lecture Notes on Neural Information Retrieval	Jul 27, 2022	Information RetrievalRetrieval	—Unverified	0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning	May 27, 2018	Deep LearningInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 316 of 474Next →

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