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 4701–4725 of 4740 papers

TitleStatusHype
Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms—0
ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval—0
ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements—0
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference—0
Edit Distance: A New Data Selection Criterion for Domain Adaptation in SMT—0
EDRAK: Entity-Centric Data Resource for Arabic Knowledge—0
Effects of Stop Words Elimination for Arabic Information Retrieval: A Comparative Study—0
Efficient and Accurate Top-K Recovery from Choice Data—0
Efficient and Effective Retrieval of Dense-Sparse Hybrid Vectors using Graph-based Approximate Nearest Neighbor Search—0
Efficient and Effective Tree-based and Neural Learning to Rank—0
Efficient AUC Optimization for Information Ranking Applications—0
Efficient Bregman Range Search—0
Efficient construction of metadata-enhanced web corpora—0
Efficient Dependency Graph Matching with the IMS Open Corpus Workbench—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Efficient Document Ranking with Learnable Late Interactions—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings—0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations—0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Efficient Long Context Language Model Retrieval with Compression—0
Efficient Methods for Natural Language Processing: A Survey—0
Efficient Neural Query Auto Completion—0
Efficient Optimization for Average Precision SVM—0
Efficient Optimization for Rank-based Loss Functions—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