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 1851–1875 of 4740 papers

TitleStatusHype
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Fast Slate Policy Optimization: Going Beyond Plackett-Luce—0
Fast Tweet Retrieval with Compact Binary Codes—0
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering—0
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation—0
FBK-HLT: An Effective System for Paraphrase Identification and Semantic Similarity in Twitter—0
FBK-TR: Applying SVM with Multiple Linguistic Features for Cross-Level Semantic Similarity—0
FCA_Retrieval: A Multi-operator Algorithm for Information Retrieval from Binary Concept Lattice—0
FCC: Three Approaches for Semantic Textual Similarity—0
FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity—0
Cross-language Information Retrieval—0
Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval—0
Feature Extraction in Augmented Reality—0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset—0
CHIC: Corporate Document for Visual question Answering—0
Feature Hashing for Language and Dialect Identification—0
Feature Selection and Model Comparison on Microsoft Learning-to-Rank Data Sets—0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization—0
Federated One-Shot Learning with Data Privacy and Objective-Hiding—0
FedPerm: Private and Robust Federated Learning by Parameter Permutation—0
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
Few-Shot Learning Through an Information Retrieval Lens—0
Cross-Language Authorship Attribution—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