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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 261–270 of 4740 papers

Title	Date	Tasks	Status	Hype
Rank1: Test-Time Compute for Reranking in Information Retrieval	Feb 25, 2025	Information RetrievalInstruction Following	CodeCode Available	2
FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response	Feb 25, 2025	Common Sense ReasoningDisaster Response	—Unverified	0
The GigaMIDI Dataset with Features for Expressive Music Performance Detection	Feb 24, 2025	Information RetrievalMusic Information Retrieval	CodeCode Available	2
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models	Feb 24, 2025	Information RetrievalInstruction Following	—Unverified	0
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking	Feb 24, 2025	Information RetrievalRetrieval	—Unverified	0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory Texts	Feb 24, 2025	Answer GenerationInformation Retrieval	CodeCode Available	0
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences	Feb 24, 2025	HallucinationInformation Retrieval	CodeCode Available	1
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India	Feb 23, 2025	ChatbotInformation Retrieval	—Unverified	0
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores	Feb 22, 2025	Distractor GenerationInformation Retrieval	CodeCode Available	0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search	Feb 21, 2025	In-Context LearningInformation 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