conftrace_

deep learning model

61 papers

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Co-occurring keywords

deep learning (2118) text classification (6793) natural language processing (2034) sentiment analysis (2084) hate speech detection (723) named entity recognition (2813) weakly supervised learning (1328) neural network training (309) image classification (1944) domain shift (318)

Papers

Controllable Neural Symbolic Regression ICML 2023
Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs IJCAI 2023
HOMO-MEX: A Mexican Spanish Annotated Corpus for LGBT+phobia Detection on Twitter ACL 2023
Simplifying Neural Network Training Under Class Imbalance NIPS 2023
Learning to Compare Longitudinal Images MIDL 2023
“Am I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses EMNLP 2022
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning OSDI 2022
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic NAACL 2022
Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation NAACL 2022
Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract) AAAI 2022
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit NIPS 2022
AnomalyKiTS: Anomaly Detection Toolkit for Time Series AAAI 2022
Locally Valid and Discriminative Prediction Intervals for Deep Learning Models NIPS 2021
Natural language adversarial defense through synonym encoding UAI 2021
Automatic Construction of Enterprise Knowledge Base EMNLP 2021
MoRe: A Large-Scale Motorcycle Re-Identification Dataset WACV 2021
On the Algorithmic Stability of Adversarial Training NIPS 2021
Detecting Atrial Fibrillation in ICU Telemetry data with Weak Labels MLHC 2021
Knodle: Modular Weakly Supervised Learning with PyTorch ACL 2021
Knodle: Modular Weakly Supervised Learning with PyTorch IJCNLP 2021
CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays MLHC 2021
Invisible Perturbations: Physical Adversarial Examples Exploiting the Rolling Shutter Effect CVPR 2021
Introducing a New Dataset for Event Detection in Cybersecurity Texts EMNLP 2020
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation COLING 2020
LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020