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 2026–2050 of 4740 papers

TitleStatusHype
Text Mining Through Label Induction Grouping Algorithm Based Method—0
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties—0
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs—0
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed—0
Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification—0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval—0
Piano Timbre Development Analysis using Machine Learning—0
Variational Autoencoder with CCA for Audio-Visual Cross-Modal Retrieval—0
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition—0
Efficient Training of Retrieval Models using Negative CacheCode0
Optimal Algorithms for Stochastic Contextual Preference Bandits—0
A Method to Disambiguate a Word by Using Restricted Boltzmann Machine—0
Comparative Analysis of Melodia and Time-Domain Adaptive Filtering based Model for Melody Extraction from Polyphonic Music—0
Pre-training Methods in Information Retrieval—0
Predicting Document Coverage for Relation Extraction—0
Zero-Shot Open-Book Question AnsweringCode0
The Impact of Main Content Extraction on Near-Duplicate Detection—0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph—0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalCode0
Quality and Cost Trade-offs in Passage Re-ranking Task—0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction—0
Repo4QA: Answering Complex Coding Questions via Dense Retrieval on GitHub Repositories—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction—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