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 2076–2100 of 4740 papers

TitleStatusHype
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Tagged Documents Co-Clustering—0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking—0
Automatic Recall of Software Lessons Learned for Software Project Managers—0
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
Voice Information Retrieval In Collaborative Information Seeking—0
Analyzing the Impact of COVID-19 on Economy from the Perspective of Users Reviews—0
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval—0
SDR: Efficient Neural Re-ranking using Succinct Document Representation—0
Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only—0
Factored couplings in multi-marginal optimal transport via difference of convex programming—0
A BERT-based Siamese-structured Retrieval Model—0
A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics—0
Assessing Algorithmic Biases for Musical Version Identification—0
Regularized Autoencoders for Isometric Representation Learning—0
In defense of dual-encoders for neural ranking—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—0
Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank—0
Revisiting Locality-Sensitive Binary Codes from Random Fourier Features—0
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads—0
Contrastive Pre-training for Zero-Shot Information Retrieval—0
The eDiscovery Medicine Show—0
A Proposal of Automatic Error Correction in Text—0
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection—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