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 4026–4050 of 4740 papers

TitleStatusHype
A Systematic Literature Review about Idea Mining: The Use of Machine-driven Analytics to Generate Ideas—0
A system for information extraction from scientific texts in Russian—0
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models—0
A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification—0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens—0
A tool for enhanced search of multilingual digital libraries of e-journals—0
A Topological Method for Comparing Document Semantics—0
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation—0
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation—0
A Transformer-Based Visual Piano Transcription Algorithm—0
A Trio Neural Model for Dynamic Entity Relatedness Ranking—0
A Truly Constant-time Distribution-aware Negative Sampling—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers—0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer—0
Attentive Representation Learning with Adversarial Training for Short Text Clustering—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Attribute based Chinese Named Entity Recognition and Disambiguation—0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words—0
A Two-stage Framework for Compound Figure Separation—0
Audio Classical Composer Identification by Deep Neural Network—0
Audio Content Analysis—0
Audio Features Affected by Music Expressiveness—0
Aud-Sur: An Audio Analyzer Assistant for Audio Surveillance Applications—0
Augmented Comparative Corpora and Monitoring Corpus in Chinese: LIVAC and Sketch Search Engine Compared—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