Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3926–3950 of 4740 papers

Title	Date	Tasks	Status
Deep Learning and Continuous Representations for Natural Language Processing	May 1, 2015	Deep LearningInformation Retrieval	—Unverified
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models	May 1, 2015	Information RetrievalQuestion Answering	—Unverified
Unsupervised Sparse Vector Densification for Short Text Similarity	May 1, 2015	Information RetrievalRetrieval	—Unverified
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval	May 1, 2015	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms	May 1, 2015	Information RetrievalLEMMA	—Unverified
Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure	May 1, 2015	ClassificationGeneral Classification	—Unverified
Multiview LSA: Representation Learning via Generalized CCA	May 1, 2015	Information RetrievalMissing Values	—Unverified
Social Media Predictive Analytics	May 1, 2015	Active LearningAttribute	—Unverified
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering	May 1, 2015	Discourse ParsingInformation Retrieval	—Unverified
Supersense tagging for Danish	May 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—Unverified
Determining the most frequent senses using Russian linguistic ontology RuThes	May 1, 2015	Information Retrieval	—Unverified
Topic Models: Accounting Component Structure of Bigrams	May 1, 2015	Document SummarizationInformation Retrieval	—Unverified
I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions	May 1, 2015	Cultural Vocal Bursts Intensity PredictionImage Retrieval	—Unverified
Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation	May 1, 2015	Information RetrievalMachine Translation	—Unverified
Encoding World Knowledge in the Evaluation of Local Coherence	May 1, 2015	Document SummarizationInformation Retrieval	—Unverified
Learning Contextualized Music Semantics from Tags via a Siamese Network	Apr 29, 2015	Information RetrievalMusic Information Retrieval	—Unverified
Visual Information Retrieval in Endoscopic Video Archives	Apr 29, 2015	Information RetrievalRetrieval	—Unverified
WHOSE - A Tool for Whole-Session Analysis in IIR	Apr 27, 2015	Information RetrievalRetrieval	—Unverified
Towards a relation extraction framework for cyber-security concepts	Apr 16, 2015	Active LearningInformation Retrieval	CodeCode Available
Contextualization of topics - browsing through terms, authors, journals and cluster allocations	Apr 16, 2015	AstronomyClustering	—Unverified
Concentric network symmetry grasps authors' styles in word adjacency networks	Apr 9, 2015	Authorship AttributionInformation Retrieval	—Unverified
Evaluation Evaluation a Monte Carlo study	Apr 3, 2015	Information RetrievalRetrieval	—Unverified
Analysis of Temporal Expressions Annotated in Clinical Notes	Apr 1, 2015	Information RetrievalKnowledge Base Population	—Unverified
Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings	Apr 1, 2015	Information RetrievalMachine Translation	—Unverified
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process	Mar 30, 2015	Information RetrievalRetrieval	—Unverified

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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