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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 1521–1530 of 4740 papers

Title	Date	Tasks	Status	Hype
Generative Query Reformulation for Effective Adhoc Search	Aug 1, 2023	Information RetrievalRetrieval	—Unverified	0
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection	Jul 31, 2023	Adversarial AttackInformation Retrieval	—Unverified	0
Debiased Pairwise Learning from Positive-Unlabeled Implicit Feedback	Jul 29, 2023	Collaborative FilteringInformation Retrieval	CodeCode Available	0
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n Recommendation	Jul 27, 2023	Information RetrievalOff-policy evaluation	CodeCode Available	0
How User Language Affects Conflict Fatality Estimates in ChatGPT	Jul 26, 2023	Information RetrievalLanguage Modeling	—Unverified	0
UnScientify: Detecting Scientific Uncertainty in Scholarly Full Text	Jul 26, 2023	Information RetrievalRetrieval	—Unverified	0
An Intent Taxonomy of Legal Case Retrieval	Jul 25, 2023	Information RetrievalRetrieval	—Unverified	0
Neural Memory Decoding with EEG Data and Representation Learning	Jul 25, 2023	EEGInformation Retrieval	—Unverified	0
Towards Resolving Word Ambiguity with Word Embeddings	Jul 25, 2023	Information RetrievalRetrieval	—Unverified	0
Comprehensive Review on Semantic Information Retrieval and Ontology Engineering	Jul 25, 2023	Information RetrievalRetrieval	—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