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 2451–2475 of 4740 papers

TitleStatusHype
P\'agico: Evaluating Wikipedia-based information retrieval in Portuguese—0
Pairwise Judgment Formulation for Semantic Embedding Model in Web Search—0
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator—0
Pandemic Literature Search: Finding Information on COVID-19—0
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research—0
ParaDi: Dictionary of Paraphrases of Czech Complex Predicates with Light Verbs—0
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters—0
Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters—0
Parameterized Neural Network Language Models for Information Retrieval—0
Paraphrase Identification and Semantic Similarity in Twitter with Simple Features—0
ParaQuery: Making Sense of Paraphrase Collections—0
Pareto-depth for Multiple-query Image Retrieval—0
Participation de l'IRISA \`a DeFT2012 : recherche d'information et apprentissage pour la g\'en\'eration de mots-cl\'es (IRISA participation to DeFT2012: information retrieval and machine-learning for keyword generation) [in French]—0
Part-of-Speech Tagging for Code-Mixed English-Hindi Twitter and Facebook Chat Messages—0
Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty—0
Patent Analytics Based on Feature Vector Space Model: A Case of IoT—0
Patent Retrieval: A Literature Review—0
Pattern Learning for Relation Extraction with a Hierarchical Topic Model—0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
Patterns of Importance Variation in Spoken Dialog—0
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding—0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering—0
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts—0
Perceptron like Algorithms for Online Learning to Rank—0
Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis—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