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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 1151–1160 of 4740 papers

Title	Date	Tasks	Status	Hype
VR PreM+ : An Immersive Pre-learning Branching Visualization System for Museum Tours	Oct 20, 2023	Information RetrievalRetrieval	—Unverified	0
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher	Oct 19, 2023	HallucinationInformation Retrieval	—Unverified	0
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong	Oct 19, 2023	Fact CheckingInformation Retrieval	—Unverified	0
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling	Oct 18, 2023	Information RetrievalSegmentation	—Unverified	0
CIR at the NTCIR-17 ULTRE-2 Task	Oct 18, 2023	Information RetrievalPosition	—Unverified	0
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures	Oct 18, 2023	Information RetrievalManagement	CodeCode Available	0
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction	Oct 18, 2023	Information RetrievalLegal Reasoning	CodeCode Available	1
Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT Models	Oct 16, 2023	Information RetrievalText Summarization	CodeCode Available	0
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs	Oct 15, 2023	Few-Shot LearningGraph Learning	CodeCode Available	1
Findability: A Novel Measure of Information Accessibility	Oct 14, 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