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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 1911–1920 of 4740 papers

Title	Date	Tasks	Status	Hype
ggRandomForests: Exploring Random Forest Survival	Dec 28, 2016	Information RetrievalRetrieval	—Unverified	0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance	Feb 21, 2025	Data IntegrationInformation Retrieval	—Unverified	0
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents	Apr 17, 2025	Information RetrievalRAG	—Unverified	0
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription	Jun 17, 2025	DecoderInformation Retrieval	—Unverified	0
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
A Reproducibility Study of Graph-Based Legal Case Retrieval	Apr 11, 2025	Information RetrievalLarge Language Model	—Unverified	0
From Audio to Symbolic Encoding	Feb 26, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models	Dec 21, 2023	Information RetrievalRetrieval	—Unverified	0
Cross-Encoder Rediscovers a Semantic Variant of BM25	Feb 7, 2025	Information RetrievalModel Editing	—Unverified	0
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons	Jul 1, 2012	Domain AdaptationInformation 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