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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 501–510 of 4740 papers

Title	Date	Tasks	Status	Hype
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers	Oct 26, 2024	Information RetrievalRetrieval	CodeCode Available	1
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels	Oct 26, 2024	BenchmarkingInformation Retrieval	CodeCode Available	0
Quam: Adaptive Retrieval through Query Affinity Modelling	Oct 26, 2024	Information RetrievalRe-Ranking	CodeCode Available	0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems	Oct 25, 2024	ChunkingFact Checking	—Unverified	0
Two are better than one: Context window extension with multi-grained self-injection	Oct 25, 2024	DecoderInformation Retrieval	CodeCode Available	0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval	Oct 24, 2024	Information RetrievalPassage Reranking	—Unverified	0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval	Oct 24, 2024	Information Retrievalnamed-entity-recognition	CodeCode Available	0
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms	Oct 23, 2024	Answer GenerationInformation Retrieval	CodeCode Available	0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?	Oct 22, 2024	Collaborative FilteringInformation Retrieval	—Unverified	0
A Survey of Conversational Search	Oct 21, 2024	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