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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 851–860 of 4740 papers

Title	Date	Tasks	Status	Hype
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust	Nov 9, 2024	Domain AdaptationInformation Retrieval	—Unverified	0
Building an Enhanced Autoregressive Document Retriever Leveraging Supervised Contrastive Learning	Nov 1, 2022	Contrastive LearningInformation Retrieval	—Unverified	0
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages	May 1, 2020	Information RetrievalMachine Translation	—Unverified	0
Building a Scientific Concept Hierarchy Database (SCHBase)	Jul 1, 2015	Information Retrieval	—Unverified	0
Agent Assist through Conversation Analysis	Oct 1, 2020	Information RetrievalRetrieval	—Unverified	0
Building Chinese Event Type Paradigm Based on Trigger Clustering	Oct 1, 2013	ClusteringInformation Retrieval	—Unverified	0
Building Comparable Corpora Based on Bilingual LDA Model	Aug 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Building Cross-Sectional Systematic Strategies By Learning to Rank	Dec 13, 2020	Information RetrievalLearning-To-Rank	—Unverified	0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change	Sep 19, 2023	Generative Question AnsweringInformation Retrieval	—Unverified	0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments	Feb 1, 2024	Information RetrievalQuestion Answering	—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