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Snorkel

https://doi.org/10.1145/3035918.3056442
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1093/database/bat080openalex-snapshot
A CTD-Pfizer collaboration: manual curation of 88 000 scientific articles text mined for drug-disease and drug-phenotype interactions
inferredcites →https://doi.org/10.1145/2939502.2939515openalex-snapshot
Data programming with DDLite
inferredcites →https://doi.org/10.48550/arxiv.1605.07723openalex-snapshot
Data Programming: Creating Large Training Sets, Quickly

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.3866259openalex-extracted
Unmasking Human Trafficking Risk in Commercial Sex Supply Chains with Machine Learning
inferred← citeshttps://doi.org/10.2139/ssrn.4611658openalex-extracted
Text-Based Technological Risk and Firm Innovation: An Empirical Analysis
inferred← citeshttps://doi.org/10.1007/978-3-030-34223-4_21openalex-snapshot
Adaptive Rule Adaptation in Unstructured and Dynamic Environments
inferred← citeshttps://doi.org/10.1007/978-3-030-49461-2_16openalex-snapshot
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach
inferred← citeshttps://doi.org/10.1007/978-3-030-86517-7_26openalex-snapshot
CHECKER: Detecting Clickbait Thumbnails with Weak Supervision and Co-teaching
inferred← citeshttps://doi.org/10.1007/978-3-031-41685-9_28openalex-snapshot
Weakly Supervised Information Extraction from Inscrutable Handwritten Document Images
inferred← citeshttps://doi.org/10.1007/978-3-031-88237-1_1openalex-snapshot
Weakly Supervised Learning for Textual Propaganda Detection on Twitter and a Multi-Label Tweet Propaganda Dataset
inferred← citeshttps://doi.org/10.1007/978-3-031-89350-6_11openalex-snapshot
Automated Risk Assessment of Shell-Based Attacks Using a LLM
inferred← citeshttps://doi.org/10.1007/978-3-032-16092-8_11openalex-snapshot
An Adaptive Self-guarded and Risk-Aware Honeypot Using DRL
inferred← citeshttps://doi.org/10.1007/978-981-19-3610-4_4openalex-snapshot
An End-to-end Weakly-supervised News Aggregation Framework
inferred← citeshttps://doi.org/10.1007/978-981-96-8197-6_27openalex-snapshot
Beyond Single Parsers: An Empirical Analysis of Dependency Parse Tree Aggregation
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DCADE: divide and conquer alignment with dynamic encoding for full page data extraction
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Segmenting Brazilian legislative text using weak supervision and active learning
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Feature-Based and Adaptive Rule Adaptation in Dynamic Environments
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Informed Machine Learning: Excess risk and generalization
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A Protein Interaction Information-based Generative Model for Enhancing Gene Clustering
inferred← citeshttps://doi.org/10.1093/comjnl/bxad051openalex-snapshot
SnorkelPlus: A Novel Approach for Identifying Relationships Among Biomedical Entities Within Abstracts
inferred← citeshttps://doi.org/10.1098/rsos.230539openalex-snapshot
General intelligence requires rethinking exploration
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Understanding metabolic behaviour in whole-cell model output
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Multi-Source Domain Adaptation with Weak Supervision for Early Fake News Detection
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00201openalex-snapshot
Combining Vision-Language Models and Weak Supervision for Nuanced Vision Classification Tasks
inferred← citeshttps://doi.org/10.1109/icdcs.2019.00163openalex-snapshot
Polystore++: Accelerated Polystore System for Heterogeneous Workloads
inferred← citeshttps://doi.org/10.1109/icde65448.2025.00329openalex-snapshot
Few Labels are All you Need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series
inferred← citeshttps://doi.org/10.1109/icdm59182.2024.00120openalex-snapshot
Weakly-Supervised Graph Classification with Even a Single Key Subgraph Per Class
inferred← citeshttps://doi.org/10.1109/icpm49681.2020.00023openalex-snapshot
Classifying process deviations with weak supervision
inferred← citeshttps://doi.org/10.1109/igarss.2018.8517346openalex-snapshot
Earth Science Deep Learning: Applications and Lessons Learned
inferred← citeshttps://doi.org/10.1109/percomw.2018.8480260openalex-snapshot
IoT Service Store: A Web-based System for Privacy-aware IoT Service Discovery and Interaction
inferred← citeshttps://doi.org/10.1109/smc52423.2021.9658944openalex-snapshot
A Multi-view Multiobjective Partitioning Technique for Search Results Clustering
inferred← citeshttps://doi.org/10.1109/tkde.2019.2946162openalex-snapshot
A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective
inferred← citeshttps://doi.org/10.1109/tkde.2020.3006142openalex-snapshot
Gradual Machine Learning for Entity Resolution
inferred← citeshttps://doi.org/10.1111/cgf.13424openalex-snapshot
Track Xplorer: A System for Visual Analysis of Sensor‐based Motor Activity Predictions
inferred← citeshttps://doi.org/10.1145/3201407openalex-snapshot
Employing Semantic Context for Sparse Information Extraction Assessment
inferred← citeshttps://doi.org/10.1145/3230599.3230604openalex-snapshot
Towards a Structured Representation of Results in an Information Retrieval System for Public Examination Calls
inferred← citeshttps://doi.org/10.1145/3308558.3314121openalex-snapshot
Gradual Machine Learning for Entity Resolution
inferred← citeshttps://doi.org/10.1145/3318464.3389696openalex-snapshot
Complaint-driven Training Data Debugging for Query 2.0
inferred← citeshttps://doi.org/10.1145/3318464.3389779openalex-snapshot
Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1145/3357384.3357845openalex-snapshot
ATENA
inferred← citeshttps://doi.org/10.1145/3394486.3412861openalex-snapshot
Effective Transfer Learning for Identifying Similar Questions
inferred← citeshttps://doi.org/10.1145/3446434.3446513openalex-snapshot
Training generations X Y Z in Human Resource Management
inferred← citeshttps://doi.org/10.1145/3448016.3452791openalex-snapshot
Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds
inferred← citeshttps://doi.org/10.1145/3448016.3457334openalex-snapshot
Adaptive Rule Discovery for Labeling Text Data
inferred← citeshttps://doi.org/10.1145/3503488openalex-snapshot
Establishing Data Provenance for Responsible Artificial Intelligence Systems
inferred← citeshttps://doi.org/10.1145/3511808.3557128openalex-snapshot
WARNER: Weakly-Supervised Neural Network to Identify Eviction Filing Hotspots in the Absence of Court Records
inferred← citeshttps://doi.org/10.1145/3514221.3526179openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3588688openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3594553openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3725256openalex-snapshot
A Cost-Effective LLM-based Approach to Identify Wildlife Trafficking in Online Marketplaces
inferred← citeshttps://doi.org/10.1145/3837124openalex-snapshot
SemDistill: Bootstrapping a Low-Latency, Low-Cost Semantic Table Annotator from Noisy LLM
inferred← citeshttps://doi.org/10.1148/radiol.2019190613openalex-snapshot
A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop
inferred← citeshttps://doi.org/10.1186/s13040-025-00454-9openalex-snapshot
A probabilistic approach for building disease phenotypes across electronic health records
inferred← citeshttps://doi.org/10.14778/3421424.3421429openalex-snapshot
Inspector gadget
inferred← citeshttps://doi.org/10.14778/3446095.3446104openalex-snapshot
Improving information extraction from visually rich documents using visual span representations
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-tutorials.6openalex-snapshot
Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web
inferred← citeshttps://doi.org/10.18653/v1/2021.emnlp-main.222openalex-snapshot
Weakly-supervised Text Classification Based on Keyword Graph
inferred← citeshttps://doi.org/10.18653/v1/2021.findings-emnlp.360openalex-snapshot
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health
inferred← citeshttps://doi.org/10.18653/v1/2022.acl-demo.27openalex-snapshot
QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text
inferred← citeshttps://doi.org/10.18653/v1/2023.clinicalnlp-1.40openalex-snapshot
Interactive Span Recommendation for Biomedical Text
inferred← citeshttps://doi.org/10.2196/19612openalex-snapshot
Amplifying Domain Expertise in Clinical Data Pipelines
inferred← citeshttps://doi.org/10.2196/preprints.100213openalex-snapshot
Nodes selection in Federated Learning for Hypoglycemia Prediction Hypoglycemia is an acute diabetic condition in which blood glucose drops below 70 milligrams per deciliter. Consequences of hypoglycemia include seizures, coma, and death. Hypoglycemia is often avoidable if emerging episodes are…
inferred← citeshttps://doi.org/10.2196/preprints.94299openalex-snapshot
A Federated Ensemble Framework for Hypoglycemia Prediction (Preprint)
inferred← citeshttps://doi.org/10.3389/fdgth.2025.1345360openalex-snapshot
Weakly supervised text classification on free-text comments in patient-reported outcome measures
inferred← citeshttps://doi.org/10.3390/info13030118openalex-snapshot
A Generic Graph-Based Method for Flexible Aspect-Opinion Analysis of Complex Product Customer Feedback
inferred← citeshttps://doi.org/10.48550/arxiv.1705.07538openalex-snapshot
Infrastructure for Usable Machine Learning: The Stanford DAWN Project
inferred← citeshttps://doi.org/10.48550/arxiv.1803.05070openalex-snapshot
A Multi-Modal Approach to Infer Image Affect
inferred← citeshttps://doi.org/10.48550/arxiv.1810.12125openalex-snapshot
Gradual Machine Learning for Entity Resolution
inferred← citeshttps://doi.org/10.48550/arxiv.1906.00512openalex-snapshot
Stochastic Generalized Adversarial Label Learning
inferred← citeshttps://doi.org/10.48550/arxiv.2102.11796openalex-snapshot
Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds (extended version)
inferred← citeshttps://doi.org/10.48550/arxiv.2104.04194openalex-snapshot
INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision]
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