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 2001–2025 of 4740 papers

TitleStatusHype
An Intelligent Recommendation-cum-Reminder System—0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—0
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images—0
Distilling Transformers for Neural Cross-Domain Search—0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
Textual Representations for Crosslingual Information Retrieval—0
Bag-of-Words Baselines for Semantic Code Search—0
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection—0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges—0
Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search—0
The Cross-Lingual Arabic Information REtrieval (CLAIRE) System—0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—0
Domain-matched Pre-training Tasks for Dense Retrieval—0
Medical Literature Mining and Retrieval in a Conversational Setting—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
Linked Data Triples Enhance Document Relevance ClassificationCode0
Sequence-to-Sequence Piano Transcription with TransformersCode1
Residual Attention Based Network for Automatic Classification of Phonation Modes—0
More Robust Dense Retrieval with Contrastive Dual LearningCode1
The Benchmark Lottery—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