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Lost in Transduction: Transductive Transfer Learning in Text Classification

https://doi.org/10.1145/3453146
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What this work says

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

inferredcites →https://doi.org/10.1002/sam.10099openalex-snapshot
Exploiting associations between word clusters and document classes for cross‐domain text categorization†
inferredcites →https://doi.org/10.1007/978-1-4614-3223-4_7openalex-snapshot
Transfer Learning for Text Mining
inferredcites →https://doi.org/10.1007/978-3-030-04182-3_42openalex-snapshot
Transductive Learning with String Kernels for Cross-Domain Text Classification
inferredcites →https://doi.org/10.1007/bf00116900openalex-snapshot
Learning in the Presence of Concept Drift and Hidden Contexts
inferredcites →https://doi.org/10.1016/j.neucom.2014.12.006openalex-snapshot
Cross-domain sentiment classification via topical correspondence transfer
inferredcites →https://doi.org/10.1016/j.patcog.2011.06.019openalex-snapshot
A unifying view on dataset shift in classification
inferredcites →https://doi.org/10.1016/s0378-3758(00)00115-4openalex-snapshot
Improving predictive inference under covariate shift by weighting the log-likelihood function
inferredcites →https://doi.org/10.1080/00437956.1954.11659520openalex-snapshot
Distributional Structure
inferredcites →https://doi.org/10.1109/cvpr.2014.187openalex-snapshot
Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective
inferredcites →https://doi.org/10.1109/fuzzy.2011.6007633openalex-snapshot
Long term bank failure prediction using Fuzzy Refinement-based Transductive Transfer learning
inferredcites →https://doi.org/10.1109/icassp.2010.5494947openalex-snapshot
A new topic-bridged model for transfer learning
inferredcites →https://doi.org/10.1109/icdm.2009.32openalex-snapshot
Learning the Shared Subspace for Multi-task Clustering and Transductive Transfer Classification
inferredcites →https://doi.org/10.1109/icdm.2011.92openalex-snapshot
Learning with Minimum Supervision: A General Framework for Transductive Transfer Learning
inferredcites →https://doi.org/10.1109/tkde.2009.191openalex-snapshot
A Survey on Transfer Learning
inferredcites →https://doi.org/10.1109/tkde.2012.103openalex-snapshot
Cross-Domain Sentiment Classification Using a Sentiment Sensitive Thesaurus
inferredcites →https://doi.org/10.1109/tmm.2014.2375793openalex-snapshot
Cross-Domain Feature Learning in Multimedia
inferredcites →https://doi.org/10.1145/1273496.1273521openalex-snapshot
Boosting for transfer learning
inferredcites →https://doi.org/10.1145/1281192.1281218openalex-snapshot
Co-clustering based classification for out-of-domain documents
inferredcites →https://doi.org/10.1145/1390334.1390441openalex-snapshot
Topic-bridged PLSA for cross-domain text classification
inferredcites →https://doi.org/10.1145/1401890.1401951openalex-snapshot
Spectral domain-transfer learning
inferredcites →https://doi.org/10.1145/1645953.1646121openalex-snapshot
Large margin transductive transfer learning
inferredcites →https://doi.org/10.1145/1772690.1772767openalex-snapshot
Cross-domain sentiment classification via spectral feature alignment
inferredcites →https://doi.org/10.1145/2036264.2036277openalex-snapshot
Cross-Lingual Adaptation Using Structural Correspondence Learning
inferredcites →https://doi.org/10.1145/2505515.2505556openalex-snapshot
A partially supervised cross-collection topic model for cross-domain text classification
inferredcites →https://doi.org/10.1145/3117807openalex-snapshot
A Review on Quantification Learning
inferredcites →https://doi.org/10.1145/3268928openalex-snapshot
Jointly Minimizing the Expected Costs of Review for Responsiveness and Privilege in E-Discovery
inferredcites →https://doi.org/10.1145/3316774openalex-snapshot
Research for practice
inferredcites →https://doi.org/10.18653/v1/d17-1053openalex-snapshot
Towards a Universal Sentiment Classifier in Multiple languages
inferredcites →https://doi.org/10.18653/v1/p16-1133openalex-snapshot
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
inferredcites →https://doi.org/10.18653/v1/p17-1130openalex-snapshot
Cross-lingual Distillation for Text Classification
inferredcites →https://doi.org/10.2501/ijmr-2014-032openalex-snapshot
Optimising human inspection work in automated verbatim coding
inferredcites →https://doi.org/10.3115/981623openalex-snapshot
Proceedings of the 27th annual meeting on Association for Computational Linguistics -
inferredcites →https://doi.org/10.3115/v1/w15-1512openalex-snapshot
Learning Distributed Representations for Multilingual Text Sequences
inferredcites →https://doi.org/10.5555/2946645.2946704openalex-snapshot
Domain-adversarial training of neural networks
inferredcites →https://doi.org/10.7551/mitpress/9780262033589.003.0001openalex-snapshot
Introduction to Semi-Supervised Learning
inferredcites →https://doi.org/10.7551/mitpress/9780262033589.003.0025openalex-snapshot
A Discussion of Semi-Supervised Learning and Transduction

What points at this work

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

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A Method of Mining Objective Resources of Traditional Chinese Medicine Pharmacology Curriculum for Distance Medical Teaching
inferred← citeshttps://doi.org/10.1016/j.ins.2021.11.061openalex-snapshot
A data-centric review of deep transfer learning with applications to text data
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130954openalex-snapshot
Leveraging subclass learning for improving uncertainty estimation in deep learning
inferred← citeshttps://doi.org/10.1016/j.ymssp.2023.110239openalex-snapshot
Transfer learning algorithms for bearing remaining useful life prediction: A comprehensive review from an industrial application perspective
inferred← citeshttps://doi.org/10.1063/5.0076538openalex-snapshot
Multi-fidelity convolutional neural network surrogate model for aerodynamic optimization based on transfer learning
inferred← citeshttps://doi.org/10.1063/5.0236980openalex-snapshot
Efficient aerodynamic shape optimization using transfer learning based multi-fidelity deep neural network
inferred← citeshttps://doi.org/10.1109/icnepe60694.2023.10429524openalex-snapshot
Classification of Unstructured Power Grid Data Based on Self-organizing Map Neural Network
inferred← citeshttps://doi.org/10.1109/igarss52108.2023.10281714openalex-snapshot
Why Did You Go There? Semantic Knowledge Extraction from Trajectory Traces
inferred← citeshttps://doi.org/10.1109/taes.2023.3337768openalex-snapshot
Contrastive Learning and Cycle Consistency-Based Transductive Transfer Learning for Target Annotation
inferred← citeshttps://doi.org/10.1109/tcyb.2023.3338266openalex-snapshot
Genetic Programming for Document Classification: A Transductive Transfer Learning System
inferred← citeshttps://doi.org/10.1109/tmc.2024.3413589openalex-snapshot
Mobilytics: Mobility Analytics Framework for Transferring Semantic Knowledge
inferred← citeshttps://doi.org/10.1115/1.4071396openalex-snapshot
A Review on the Remaining Useful Life Prediction of Rotating Machinery Based on Deep Learning
inferred← citeshttps://doi.org/10.1145/3588575openalex-snapshot
Kernel Fisher Dictionary Transfer Learning
inferred← citeshttps://doi.org/10.1155/2022/4806045openalex-snapshot
[Retracted] Application of Punitive Damages in Intellectual Property Law in Complex Network Environment
inferred← citeshttps://doi.org/10.1186/s40537-023-00727-2openalex-snapshot
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications
inferred← citeshttps://doi.org/10.13164/re.2023.0531openalex-snapshot
Transfer Learning based Location-Aided Modulation Classification in Indoor Environments for Cognitive Radio Applications
inferred← citeshttps://doi.org/10.3390/jmse12111977openalex-snapshot
Time Prediction in Ship Block Manufacturing Based on Transfer Learning
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