conftrace_

instance weighting

25 papers

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Co-occurring keywords

domain adaptation (4595) transfer learning (5449) label noise (498) text classification (6793) zero-shot learning (3650) cross-lingual text classification (11) weakly supervised learning (1328) unsupervised adaptation (39) aspect-based sentiment analysis (221) temporal generalization (18)

Papers

Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025
BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination WACV 2025
Designing Behavior-Aware AI to Improve the Human-AI Team Performance in AI-Assisted Decision Making IJCAI 2024
A Bayesian Approach to Data Point Selection NIPS 2024
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NIPS 2024
Instance-Conditional Timescales of Decay for Non-Stationary Learning AAAI 2024
xiacui at SemEval-2023 Task 11: Learning a Model in Mixed-Annotator Datasets Using Annotator Ranking Scores as Training Weights SEMEVAL 2023
Self-distilled Transitive Instance Weighting for Denoised Distantly Supervised Relation Extraction EMNLP 2023
Temporal Generalization for Spoken Language Understanding NAACL 2022
Generalized DataWeighting via Class-Level Gradient Manipulation NIPS 2021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting IJCNLP 2021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021
Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes WACV 2020
Loss-Based Attention for Deep Multiple Instance Learning AAAI 2020
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ACL 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020
Universal Source-Free Domain Adaptation CVPR 2020
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020
Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019
Transfer Learning via Minimizing the Performance Gap Between Domains NIPS 2019
Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance IJCAI 2018
Instance Weighting for Neural Machine Translation Domain Adaptation EMNLP 2017
Instance-weighted Transfer Learning of Active Appearance Models CVPR 2014