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 2826–2850 of 4740 papers

TitleStatusHype
Discovering seminal works with marker papers—0
Deep Supervised Hashing leveraging Quadratic Spherical Mutual Information for Content-based Image Retrieval—0
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection—0
Music Artist Classification with Convolutional Recurrent Neural NetworksCode1
Understanding Mobile Search Task Relevance and User Behaviour in Context—0
Answer Interaction in Non-factoid Question Answering Systems—0
Vector representations of text data in deep learning—0
The Music Streaming Sessions DatasetCode1
Unary and Binary Classification Approaches and their Implications for Authorship Verification—0
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching—0
Knowledge Representation Learning: A Quantitative ReviewCode2
Sequence to Sequence Learning for Query Expansion—0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering—0
Patent Retrieval: A Literature Review—0
SMILK, linking natural language and data from the web—0
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
Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop—0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval—0
MergeDTS: A Method for Effective Large-Scale Online Ranker EvaluationCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
Show:102550
← PrevPage 114 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