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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 1241–1250 of 4740 papers

Title	Date	Tasks	Status	Hype
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution	Jul 31, 2023	Information RetrievalInformativeness	CodeCode Available	1
Debiased Pairwise Learning from Positive-Unlabeled Implicit Feedback	Jul 29, 2023	Collaborative FilteringInformation Retrieval	CodeCode Available	0
Med-HALT: Medical Domain Hallucination Test for Large Language Models	Jul 28, 2023	HallucinationInformation Retrieval	CodeCode Available	1
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
Towards Resolving Word Ambiguity with Word Embeddings	Jul 25, 2023	Information RetrievalRetrieval	—Unverified	0
Neural Memory Decoding with EEG Data and Representation Learning	Jul 25, 2023	EEGInformation Retrieval	—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