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 3601–3625 of 4740 papers

TitleStatusHype
Efficient construction of metadata-enhanced web corpora—0
Information-based Modeling of Diachronic Linguistic Change: from Typicality to Productivity—0
Terminology Extraction with Term Variant Detection—0
Unsupervised Text Segmentation Using Semantic Relatedness GraphsCode0
Identifying Temporal Orientation of Word Senses—0
Results of the 4th edition of BioASQ Challenge—0
Authorship Verification - An Approach based on Random Forest—0
Labeling of Query Words using Conditional Random Field—0
The Surfer Model with a Hybrid Approach to Ranking the Web Pages—0
Implicit Negative Feedback in Clinical Information Retrieval—0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism—0
Review Based Rating Prediction—0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)—0
Representing Documents and Queries as Sets of Word Embedded Vectors for Information Retrieval—0
Adaptability of Neural Networks on Varying Granularity IR Tasks—0
Toward a Deep Neural Approach for Knowledge-Based IR—0
Toward Word Embedding for Personalized Information Retrieval—0
Emulating Human Conversations using Convolutional Neural Network-based IR—0
Uncertainty in Neural Network Word Embedding: Exploration of Threshold for Similarity—0
LSTM-Based Predictions for Proactive Information Retrieval—0
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models—0
Learning Term Weights for Ad-hoc Retrieval—0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based AnalyzerCode0
Large scale biomedical texts classification: a kNN and an ESA-based approaches—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