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 2001–2050 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
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering—0
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search—0
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges—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
Codified audio language modeling learns useful representations for music information retrievalCode1
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking—0
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph CompletionCode1
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations—0
Rating and aspect-based opinion graph embeddings for explainable recommendations—0
A Search Engine for Scientific Publications: a Cybersecurity Case Study—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
On the Capacity of Quantum Private Information Retrieval from MDS-Coded and Colluding Servers—0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques—0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval—0
Detecting race and gender bias in visual representation of AI on web search engines—0
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning—0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
Pseudo-Relevance Feedback for Multiple Representation Dense RetrievalCode1
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
FAIR: Fairness-Aware Information Retrieval Evaluation—0
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction—0
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots—0
Towards Axiomatic Explanations for Neural Ranking Models—0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual QualitiesCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
Linguistically Informed Masking for Representation Learning in the Patent DomainCode0
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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