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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 921–930 of 4740 papers

Title	Date	Tasks	Status	Hype
Character-Level Chinese Dependency Parsing	Jun 1, 2014	Chinese Dependency ParsingChinese Word Segmentation	—Unverified	0
Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network	Jun 19, 2020	ChatbotInformation Retrieval	—Unverified	0
An Exact Algorithm for F-Measure Maximization	Dec 1, 2011	Binary ClassificationClassification	—Unverified	0
ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education	Dec 29, 2023	ChatbotInformation Retrieval	—Unverified	0
A Proposed Large Language Model-Based Smart Search for Archive System	Jan 13, 2025	Information RetrievalLanguage Modeling	—Unverified	0
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering	May 8, 2024	Generative Question AnsweringInformation Retrieval	—Unverified	0
A Generalized Vector Space Model for Ontology-Based Information Retrieval	Jul 20, 2018	Information RetrievalRetrieval	—Unverified	0
Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments	Nov 1, 2020	Information RetrievalRetrieval	—Unverified	0
Checking Fact Worthiness using Sentence Embeddings	Dec 16, 2020	Fact CheckingInformation Retrieval	—Unverified	0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces	Apr 8, 2021	Conversational SearchInformation 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