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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 481–490 of 4740 papers

Title	Date	Tasks	Status	Hype
Prompt Engineering Using GPT for Word-Level Code-Mixed Language Identification in Low-Resource Dravidian Languages	Nov 6, 2024	Information RetrievalLanguage Identification	—Unverified	0
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models	Nov 6, 2024	Information RetrievalQuestion Answering	—Unverified	0
Extracting Unlearned Information from LLMs with Activation Steering	Nov 4, 2024	General KnowledgeInformation Retrieval	—Unverified	0
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs	Nov 4, 2024	Cross-Modal RetrievalInformation Retrieval	—Unverified	0
PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text	Nov 4, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	1
LLM4PR: Improving Post-Ranking in Search Engine with Large Language Models	Nov 2, 2024	Information Retrieval	—Unverified	0
Online and Offline Evaluations of Collaborative Filtering and Content Based Recommender Systems	Nov 2, 2024	Collaborative FilteringInformation Retrieval	—Unverified	0
Improving Musical Instrument Classification with Advanced Machine Learning Techniques	Nov 1, 2024	ClassificationInformation Retrieval	CodeCode Available	0
A graph-based approach to extracting narrative signals from public discourse	Nov 1, 2024	Abstract Meaning RepresentationInformation Retrieval	CodeCode Available	0
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions	Nov 1, 2024	Document EmbeddingInformation 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