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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 1231–1240 of 4740 papers

Title	Date	Tasks	Status	Hype
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval	Aug 5, 2023	Information RetrievalRetrieval	—Unverified	0
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and Retrieval	Aug 4, 2023	BenchmarkingInformation Retrieval	CodeCode Available	0
Learning to Select the Relevant History Turns in Conversational Question Answering	Aug 4, 2023	Binary ClassificationConversational Question Answering	—Unverified	0
Fast Slate Policy Optimization: Going Beyond Plackett-Luce	Aug 3, 2023	Information RetrievalRecommendation Systems	—Unverified	0
Lexicon and Rule-based Word Lemmatization Approach for the Somali Language	Aug 3, 2023	ArticlesInformation Retrieval	CodeCode Available	0
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions	Aug 2, 2023	ARCInformation Retrieval	CodeCode Available	0
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval	Aug 1, 2023	Contrastive LearningInformation Retrieval	CodeCode Available	0
Generative Query Reformulation for Effective Adhoc Search	Aug 1, 2023	Information RetrievalRetrieval	—Unverified	0
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio	Jul 31, 2023	AllDownbeat Tracking	CodeCode Available	2
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection	Jul 31, 2023	Adversarial AttackInformation 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