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 2061–2070 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model	Nov 3, 2019	ClassificationGeneral Classification	—Unverified	0	0
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations	Oct 1, 2014	Chinese Word SegmentationDomain Adaptation	—Unverified	0	0
BERTaú: Itaú BERT for digital customer service	Jan 28, 2021	ChatbotInformation Retrieval	—Unverified	0	0
An Extensible Multilingual Open Source Lemmatizer	Sep 1, 2017	Information RetrievalLEMMA	—Unverified	0	0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers	Apr 4, 2024	FairnessInformation Retrieval	—Unverified	0	0
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA	Oct 9, 2024	Information RetrievalQuestion Answering	—Unverified	0	0
Bernoulli Embeddings for Graphs	Mar 25, 2018	Information RetrievalQuantization	—Unverified	0	0
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots	Jun 15, 2021	Information RetrievalRetrieval	—Unverified	0	0
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain	Jul 1, 2020	Cross-Lingual Information RetrievalDocument Translation	—Unverified	0	0
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval	May 18, 2023	Information RetrievalKnowledge Distillation	—Unverified	0	0

Show:10 25 50

← PrevPage 207 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