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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 4601–4610 of 4740 papers

Title	Date	Tasks	Status	Hype
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank	Aug 20, 2020	Information RetrievalLearning-To-Rank	CodeCode Available	0
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and Retrieval	Aug 4, 2023	BenchmarkingInformation 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
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms	Oct 23, 2024	Answer GenerationInformation Retrieval	CodeCode Available	0
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual Entailment	Aug 1, 2014	Information RetrievalMachine Translation	CodeCode Available	0
LegiLM: A Fine-Tuned Legal Language Model for Data Compliance	Sep 9, 2024	Information RetrievalLanguage Modeling	CodeCode Available	0
Challenge Dataset of Cognates and False Friend Pairs from Indian Languages	Dec 17, 2021	Information RetrievalMachine Translation	CodeCode Available	0
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression	Apr 24, 2024	Information RetrievalInstruction Following	CodeCode Available	0
Recognition of Sarcasms in Tweets Based on Concept Level Sentiment Analysis and Supervised Learning Approaches	Dec 1, 2014	Common Sense ReasoningInformation Retrieval	CodeCode Available	0
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text	Sep 24, 2018	Decision MakingInformation Retrieval	CodeCode Available	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