SOTAVerified

Information Retrieval

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

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2851–2875 of 4740 papers

TitleStatusHype
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguisticsCode0
Proximity Full-Text Search by Means of Additional Indexes with Multi-component Keys: In Pursuit of Optimal Performance—0
Revisiting Iterative Relevance Feedback for Document and Passage Retrieval—0
Searching for Relevant Lessons Learned Using Hybrid Information Retrieval Classifiers: A Case Study in Software Engineering—0
MergeDTS: A Method for Effective Large-Scale Online Ranker EvaluationCode0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval—0
Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop—0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross EntropyCode0
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions—0
FCA_Retrieval: A Multi-operator Algorithm for Information Retrieval from Binary Concept Lattice—0
Scalable graph-based individual named entity identification—0
Novelty and Coverage in context-based information filtering—0
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies—0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
End-to-End Retrieval in Continuous Space—0
Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes—0
Answering Science Exam Questions Using Query Reformulation with Background Knowledge—0
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval—0
Survey of Computational Approaches to Lexical Semantic Change—0
Melodic Phrase Segmentation By Deep Neural Networks—0
An Analysis of the Semantic Annotation Task on the Linked Data Cloud—0
Embedding Electronic Health Records for Clinical Information Retrieval—0
Show:102550
← PrevPage 115 of 190Next →
All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified