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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1376–1400 of 4740 papers

TitleStatusHype
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Can MusicGen Create Training Data for MIR Tasks?—0
Applying Core Scientific Concepts to Context-Based Citation Recommendation—0
A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality—0
Adaptability of Neural Networks on Varying Granularity IR Tasks—0
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation—0
Applying BERT to Document Retrieval with Birch—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation—0
A Knowledge Graph-Based Search Engine for Robustly Finding Doctors and Locations in the Healthcare Domain—0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Application of Topic Models to Judgments from Public Procurement Domain—0
CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks—0
Application of Localized Similarity for Web Documents—0
A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features—0
Activity Auto-Completion: Predicting Human Activities From Partial Videos—0
Accommodation of Conversational Code-Choice—0
當代非監督式方法之比較於節錄式語音摘要 (An Empirical Comparison of Contemporary Unsupervised Approaches for Extractive Speech Summarization) [In Chinese]—0
Application of a Semantic Search Algorithm to Semi-Automatic GUI Generation—0
Caching and Reproducibility: Making Data Science experiments faster and FAIRer—0
Cache-Aided Multi-User Private Information Retrieval using PDAs—0
Apples to Oranges: Evaluating Image Annotations from Natural Language Processing Systems—0
A Joint Segmentation and Classification Framework for Sentiment Analysis—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