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 1901–1925 of 4740 papers

TitleStatusHype
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Zero-Shot Open-Book Question AnsweringCode0
The Impact of Main Content Extraction on Near-Duplicate Detection—0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph—0
Quality and Cost Trade-offs in Passage Re-ranking Task—0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalCode0
RELiC: Retrieving Evidence for Literary Claims—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction—0
Repo4QA: Answering Complex Coding Questions via Dense Retrieval on GitHub Repositories—0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
Towards Robust Passage Re-Ranking Model by Mitigating Lexical Match Bias—0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode0
Design Theory to improve health evidence retrieval—0
Cross-language Information Retrieval—0
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions—0
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval—0
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
FJWU Participation for the WMT21 Biomedical Translation Task—0
Detection of Puffery on the English WikipediaCode0
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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