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 1626–1650 of 4740 papers

TitleStatusHype
Generalized Relative Neighborhood Graph (GRNG) for Similarity Search—0
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval—0
Scattered or Connected? An Optimized Parameter-efficient Tuning Approach for Information Retrieval—0
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method—0
Sampling Through the Lens of Sequential Decision Making—0
Reinforcement Learning to Rank with Coarse-grained Labels—0
FedPerm: Private and Robust Federated Learning by Parameter Permutation—0
The least-used key selection method for information retrieval in large-scale Cloud-based service repositories—0
Continuous Active Learning Using Pretrained Transformers—0
TripJudge: A Relevance Judgement Test Collection for TripClick Health RetrievalCode0
Joint Localization and Information Transfer for Reconfigurable Intelligent Surface Aided Full-Duplex Systems—0
Exploiting Hierarchical Dependence Structures for Unsupervised Rank Fusion in Information Retrieval—0
Early Stage Sparse Retrieval with Entity Linking—0
Relevance Judgment Convergence Degree -- A Measure of Inconsistency among Assessors for Information Retrieval—0
Vernacular Search Query Translation with Unsupervised Domain Adaptation—0
Atlas: Few-shot Learning with Retrieval Augmented Language ModelsCode2
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
Debiasing Gender Bias in Information Retrieval Models—0
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling—0
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
RealTime QA: What's the Answer Right Now?Code1
Lecture Notes on Neural Information Retrieval—0
Reducing the Vision and Language Bias for Temporal Sentence Grounding—0
Active Learning of Ordinal Embeddings: A User Study on Football Data—0
Model-based Unbiased Learning to RankCode0
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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