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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 611–620 of 4740 papers

Title	Date	Tasks	Status	Hype
How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses	Apr 17, 2025	Dynamic Topic ModelingEthics	—Unverified	0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild	Apr 17, 2025	Decision MakingInformation Retrieval	—Unverified	0
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents	Apr 17, 2025	Information RetrievalRAG	—Unverified	0
Validating LLM-Generated Relevance Labels for Educational Resource Search	Apr 17, 2025	Information RetrievalRetrieval	—Unverified	0
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation	Apr 16, 2025	In-Context LearningInformation Retrieval	—Unverified	0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance Judgment	Apr 16, 2025	Information RetrievalRAG	CodeCode Available	0
Optimizing Compound Retrieval Systems	Apr 16, 2025	Information RetrievalRe-Ranking	—Unverified	0
CSPLADE: Learned Sparse Retrieval with Causal Language Models	Apr 15, 2025	Information RetrievalQuantization	—Unverified	0
Progressive Rock Music Classification	Apr 15, 2025	Audio ClassificationClassification	—Unverified	0
Streamlining Biomedical Research with Specialized LLMs	Apr 15, 2025	Decision MakingDialogue Generation	—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