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 1601–1650 of 4740 papers

TitleStatusHype
mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark—0
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval—0
Promptagator: Few-shot Dense Retrieval From 8 Examples—0
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Scaling and compressing melodies using geometric similarity measures—0
Interactions in Information Spread—0
Accuracy of the Uzbek stop words detection: a case study on "School corpus"—0
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsCode0
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?—0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models—0
MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre ClassificationCode0
Survey on Applications of Neurosymbolic Artificial Intelligence—0
Data Management Challenges for Internet-scale 3D Search Engines—0
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Semantically Meaningful Metrics for Norwegian ASR SystemsCode0
Neural Approaches to Multilingual Information Retrieval—0
Evaluating Machine Translation in Cross-lingual E-Commerce Search—0
What is missing in deep music generation? A study of repetition and structure in popular music—0
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methodsCode0
Efficient Methods for Natural Language Processing: A Survey—0
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning—0
Contrastive Audio-Language Learning for MusicCode1
A Study on Broadcast Networks for Music Genre ClassificationCode0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
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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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