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 3776–3800 of 4740 papers

Title	Date	Tasks	Status
Corpus COFLA: A research corpus for the Computational study of Flamenco Music	Oct 14, 2015	DiversityInformation Retrieval	—Unverified
On the Complexity of Inner Product Similarity Join	Oct 9, 2015	Information RetrievalRecommendation Systems	—Unverified
Parameterized Neural Network Language Models for Information Retrieval	Oct 6, 2015	Information RetrievalLanguage Modeling	—Unverified
Construction of Semantic Collocation Bank Based on Semantic Dependency Parsing	Oct 1, 2015	Dependency ParsingInformation Retrieval	—Unverified
Cross-lingual Pseudo Relevance Feedback Based on Weak Relevant Topic Alignment	Oct 1, 2015	Information RetrievalTopic Models	—Unverified
An Efficient Annotation for Phrasal Verbs using Dependency Information	Oct 1, 2015	Information RetrievalMachine Translation	—Unverified
Clustering Urdu News Using Headlines	Sep 27, 2015	ClusteringInformation Retrieval	CodeCode Available
LocLinkVis: A Geographic Information Retrieval-Based System for Large-Scale Exploratory Search	Sep 26, 2015	Information RetrievalRetrieval	—Unverified
Exploring Query Categorisation for Query Expansion: A Study	Sep 18, 2015	Information RetrievalRetrieval	—Unverified
Regular expressions for decoding of neural network outputs	Sep 15, 2015	DecoderGeneral Classification	—Unverified
Deep Learning Applied to Image and Text Matching	Sep 14, 2015	Deep LearningImage Retrieval	—Unverified
On TimeML-Compliant Temporal Expression Extraction in Turkish	Sep 3, 2015	Information Retrievalnamed-entity-recognition	—Unverified
Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified
Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis	Sep 1, 2015	Aspect-Based Sentiment Analysis (ABSA)Information Retrieval	—Unverified
One Tree is not Enough: Cross-lingual Accumulative Structure Transfer for Semantic Indeterminacy	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified
Extractive Summarization by Aggregating Multiple Similarities	Sep 1, 2015	Document SummarizationExtractive Summarization	—Unverified
Part-of-Speech Tagging for Code-Mixed English-Hindi Twitter and Facebook Chat Messages	Sep 1, 2015	Information RetrievalPart-Of-Speech Tagging	—Unverified
Evaluating the Impact of Using a Domain-specific Bilingual Lexicon on the Performance of a Hybrid Machine Translation Approach	Sep 1, 2015	Domain AdaptationInformation Retrieval	—Unverified
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition	Sep 1, 2015	Domain AdaptationHandwritten Text Recognition	—Unverified
A New Approach for Idiom Identification Using Meanings and the Web	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified
Cross-lingual Synonymy Overlap	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified
Distributional Semantics for Resolving Bridging Mentions	Sep 1, 2015	ClusteringCoreference Resolution	—Unverified
TBXTools: A Free, Fast and Flexible Tool for Automatic Terminology Extraction	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified
Coreference Resolution to Support IE from Indian Classical Music Forums	Sep 1, 2015	coreference-resolutionCoreference Resolution	—Unverified
Language Identification using Classifier Ensembles	Sep 1, 2015	Information RetrievalLanguage Identification	—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