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 1976–2000 of 4740 papers

TitleStatusHype
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
Classification on Sentence Embeddings for Legal Assistance—0
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the OceanCode0
Improving BERT-based Query-by-Document Retrieval with Multi-Task Optimization—0
Semantic Annotation and Querying Framework based on Semi-structured Ayurvedic Text—0
Duplicate Detection in a Knowledge Base with PIKA—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
Epistemic AI platform accelerates innovation by connecting biomedical knowledge—0
The Role of Reusable and Single-Use Side Information in Private Information Retrieval—0
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
LaMDA: Language Models for Dialog Applications—0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models—0
Improving Biomedical Information Retrieval with Neural Retrievers—0
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
Learning Cross-Lingual IR from an English Retriever—0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents—0
Data Augmentation for Biomedical Factoid Question Answering—0
Neural Approaches to Conversational Information Retrieval—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