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 1826–1850 of 4740 papers

TitleStatusHype
Duplicate Detection in a Knowledge Base with PIKA—0
Improving BERT-based Query-by-Document Retrieval with Multi-Task Optimization—0
Semantic Annotation and Querying Framework based on Semi-structured Ayurvedic Text—0
ODSearch: Fast and Resource Efficient On-device Natural Language Search for Fitness Trackers' Data—0
Learning Representations of Entities and Relations—0
A Systematic Literature Review about Idea Mining: The Use of Machine-driven Analytics to Generate Ideas—0
Learning Deep Semantic Model for Code Search using CodeSearchNet CorpusCode1
The Role of Reusable and Single-Use Side Information in Private Information Retrieval—0
Epistemic AI platform accelerates innovation by connecting biomedical knowledge—0
Patapasco: A Python Framework for Cross-Language Information Retrieval ExperimentsCode1
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?—0
Kinit Classification in Ethiopian Chants, Azmaris and Modern Music: A New Dataset and CNN Benchmark—0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models—0
LaMDA: Language Models for Dialog Applications—0
Improving Biomedical Information Retrieval with Neural Retrievers—0
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR ExperimentsCode1
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event Generation—0
Proactive Query Expansion for Streaming Data Using External SourceCode0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction—0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents—0
Learning Cross-Lingual IR from an English Retriever—0
Data Augmentation for Biomedical Factoid Question Answering—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