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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 61–70 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval	Jan 4, 2023	Information RetrievalRetrieval	CodeCode Available	2	5
Melody transcription via generative pre-training	Dec 4, 2022	Chord RecognitionInformation Retrieval	CodeCode Available	2	5
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music	Oct 11, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	2	5
SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking	Mar 2, 2025	Fact CheckingFact Verification	CodeCode Available	2	5
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?	Feb 7, 2025	8kInformation Retrieval	CodeCode Available	2	5
A Foundation Model for Music Informatics	Nov 6, 2023	Information Retrievalmodel	CodeCode Available	2	5
GENIUS: A Generative Framework for Universal Multimodal Search	Mar 25, 2025	Information RetrievalQuantization	CodeCode Available	2	5
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion	May 4, 2022	Information RetrievalKnowledge Graph Completion	CodeCode Available	2	5
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions	Mar 22, 2024	Information RetrievalRetrieval	CodeCode Available	2	5
FIRST: Faster Improved Listwise Reranking with Single Token Decoding	Jun 21, 2024	Information RetrievalLanguage Modeling	CodeCode Available	2	5

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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