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
Adversarial Learning for Improved Onsets and Frames Music Transcription—0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big DatasetsCode0
Understanding, Categorizing and Predicting Semantic Image-Text Relations—0
Domain Adaptation for Enterprise Email Search—0
A Multi-Task Architecture on Relevance-based Neural Query Translation—0
Practical User Feedback-driven Internal Search Using Online Learning to Rank—0
Neural Arabic Question AnsweringCode0
HEAD-QA: A Healthcare Dataset for Complex Reasoning—0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
Question Answering as Global Reasoning over Semantic AbstractionsCode0
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations—0
Deep Contextualized Biomedical Abbreviation Expansion—0
Recovering Variable Names for Minified Code with Usage Contexts—0
Compositional Questions Do Not Necessitate Multi-hop ReasoningCode0
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text MiningCode0
Unsupervised Neural Generative Semantic Hashing—0
LT Expertfinder: An Evaluation Framework for Expert Finding MethodsCode0
Conversation Initiation by Diverse News Contents Introduction—0
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation—0
IoT Network Security from the Perspective of Adversarial Deep Learning—0
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
Watermark retrieval from 3D printed objects via synthetic data training—0
Deep learning based mood tagging for Chinese song lyrics—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
Deep Learning for Audio Signal ProcessingCode0
On the Use of ArXiv as a DatasetCode0
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
Patent Analytics Based on Feature Vector Space Model: A Case of IoT—0
An Axiomatic Approach to Regularizing Neural Ranking Models—0
Text segmentation on multilabel documents: A distant-supervised approach—0
RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization—0
Investigating Retrieval Method Selection with Axiomatic Features—0
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral imagesCode0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
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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