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 1776–1800 of 4740 papers

TitleStatusHype
Can MusicGen Create Training Data for MIR Tasks?—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Adaptability of Neural Networks on Varying Granularity IR Tasks—0
Exploring Inherent Properties of the Monophonic Melody of Songs—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers—0
Exploring Multi-Level Threats in Telegram Data with AI-Human Annotation: A Preliminary Study—0
Exploring new Approaches for Information Retrieval through Natural Language Processing—0
Exploring Query Categorisation for Query Expansion: A Study—0
Exploring the context of visual information seeking—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering—0
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking—0
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation—0
Exploring the Leading Authors and Journals in Major Topics by Citation Sentences and Topic Modeling—0
Cross-language Information Retrieval—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
Cross-Language Authorship Attribution—0
Exploring the utility of coreference chains for improved identification of personal names—0
Exploring the Viability of Synthetic Query Generation for Relevance Prediction—0
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years—0
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation—0
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery—0
EXS: Explainable Search Using Local Model Agnostic Interpretability—0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding—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