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 1701–1725 of 4740 papers

TitleStatusHype
Unified Approach to Secret Sharing and Symmetric Private Information Retrieval with Colluding Servers in Quantum Systems—0
Optimizing Test-Time Query Representations for Dense RetrievalCode1
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-EncoderCode2
Towards Tracing Factual Knowledge in Language Models Back to the Training DataCode1
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust ModelsCode0
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance RankingCode0
PLAID: An Efficient Engine for Late Interaction RetrievalCode4
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System—0
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges—0
Health Information Retrieval -- State of the art report—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—0
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Differentiable SAR Renderer and SAR Target Reconstruction—0
Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments—0
Single-Server Private Information Retrieval with Side Information Under Arbitrary Popularity Profiles—0
Recommending Research Papers to Chemists: A Specialized Interface for Chemical Entity Exploration—0
UL2: Unifying Language Learning ParadigmsCode1
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective—0
Vector Representations of Idioms in Conversational Systems—0
Better Retrieval May Not Lead to Better Question Answering—0
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
Collective Relevance Labeling for Passage RetrievalCode0
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural RetrievalCode0
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph CompletionCode2
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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