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 2801–2825 of 4740 papers

TitleStatusHype
A Survey on Practical Applications of Multi-Armed and Contextual Bandits—0
Recognizing Musical Entities in User-generated ContentCode0
On the Estimation and Use of Statistical Modelling in Information Retrieval—0
Learning to Weight for Text ClassificationCode0
A model for structured information representation in neural networks—0
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder—0
Action-Centered Information Retrieval—0
Improving Machine Hearing on Limited Data SetsCode0
A Deep Look into Neural Ranking Models for Information Retrieval—0
Adversarial attacks against Fact Extraction and VERification—0
GASC: Genre-Aware Semantic Change for Ancient Greek—0
Quantum Latent Semantic Analysis—0
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data—0
A Unified Neural Architecture for Instrumental Audio TasksCode0
On Application of Learning to Rank for E-Commerce Search—0
Ranking in Genealogy: Search Results Fusion at Ancestry—0
Multiresolution Graph Attention Networks for Relevance Matching—0
Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications—0
Fast and Exact Nearest Neighbor Search in Hamming Space on Full-Text Search Engines—0
Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection—0
Multimodal music information processing and retrieval: survey and future challenges—0
Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots—0
A Domain Generalization Perspective on Listwise Context Modeling—0
Reading Protocol: Understanding what has been Read in Interactive Information Retrieval Tasks—0
Towards an All-Purpose Content-Based Multimedia Information Retrieval System—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