SOTAVerified

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

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Showing 2751–2800 of 4740 papers

TitleStatusHype
Conversation Initiation by Diverse News Contents Introduction—0
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
IoT Network Security from the Perspective of Adversarial Deep Learning—0
Learning Nonsymmetric Determinantal Point ProcessesCode1
Quantifying consensus of rankings based on q-support patternsCode0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning—0
Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III ErrorsCode0
Precision-Recall Curves Using Information Divergence Frontiers—0
MatchZoo: A Learning, Practicing, and Developing System for Neural Text MatchingCode0
Deep learning based mood tagging for Chinese song lyrics—0
Watermark retrieval from 3D printed objects via synthetic data training—0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
Why Machines Cannot Learn Mathematics, Yet—0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
BERT with History Answer Embedding for Conversational Question AnsweringCode0
Quantifying and Alleviating the Language Prior Problem in Visual Question AnsweringCode0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
On the Feasibility of Automated Detection of Allusive Text Reuse—0
Lessons from Contextual Bandit Learning in a Customer Support Bot—0
The Literary Theme Ontology for Media Annotation and Information RetrievalCode0
Dissecting an Adversarial framework for Information Retrieval—0
On the Use of ArXiv as a DatasetCode0
Deep Learning for Audio Signal ProcessingCode0
On the Effect of Low-Frequency Terms on Neural-IR ModelsCode0
Learning Image Information for eCommerce Queries—0
Weighted Lifted Codes: Local Correctabilities and Application to Robust Private Information Retrieval—0
Multi-Interest Network with Dynamic Routing for Recommendation at TmallCode2
Patent Analytics Based on Feature Vector Space Model: A Case of IoT—0
An Axiomatic Approach to Regularizing Neural Ranking Models—0
RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization—0
Text segmentation on multilabel documents: A distant-supervised approach—0
Investigating Retrieval Method Selection with Axiomatic Features—0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral imagesCode0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits—0
Recognizing Musical Entities in User-generated ContentCode0
On the Estimation and Use of Statistical Modelling in Information Retrieval—0
Learning to Weight for Text ClassificationCode0
A model for structured information representation in neural networks—0
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder—0
Action-Centered Information Retrieval—0
Improving Machine Hearing on Limited Data SetsCode0
A Deep Look into Neural Ranking Models for Information Retrieval—0
GASC: Genre-Aware Semantic Change for Ancient Greek—0
Adversarial attacks against Fact Extraction and VERification—0
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data—0
Quantum Latent Semantic Analysis—0
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
On Application of Learning to Rank for E-Commerce Search—0
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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