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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 4521–4530 of 4740 papers

Title	Date	Tasks	Status	Hype
Exploring GPT's Ability as a Judge in Music Understanding	Jan 22, 2025	Beat TrackingInformation Retrieval	CodeCode Available	0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework	Dec 1, 2022	Information RetrievalOpen-Domain Question Answering	CodeCode Available	0
Learning Cluster Representatives for Approximate Nearest Neighbor Search	Dec 8, 2024	ClusteringInformation Retrieval	CodeCode Available	0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question Answering	Feb 15, 2025	ChunkingInformation Retrieval	CodeCode Available	0
Learning Complex Basis Functions for Invariant Representations of Audio	Jul 13, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Semantically Meaningful Metrics for Norwegian ASR Systems	Sep 3, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy	Aug 21, 2024	Information RetrievalLong Form Question Answering	CodeCode Available	0
Exploring Diachronic Lexical Semantics with JeSemE	Jul 1, 2017	Information RetrievalWord Embeddings	CodeCode Available	0
An Open Source Contractual Language Understanding Application Using Machine Learning	Jun 1, 2022	Document Text ClassificationInformation Retrieval	CodeCode Available	0
Explaining Text Similarity in Transformer Models	May 10, 2024	Information RetrievalRetrieval	CodeCode Available	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