conftrace_

out-of-domain generalization

76 papers

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Co-occurring keywords

domain generalization (1522) domain adaptation (4595) spurious correlation (279) large language model (13587) text classification (6793) data augmentation (3052) question answering (2963) curriculum learning (633) zero-shot learning (3650) reinforcement learning (4352)

Papers

Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ACL 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022
Towards Improving Selective Prediction Ability of NLP Systems ACL 2022
Invariant Language Modeling EMNLP 2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population EMNLP 2022
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ACL 2022
Understanding Guided Image Captioning Performance across Domains EMNLP 2021
An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021
On Calibration and Out-of-Domain Generalization NIPS 2021
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021
CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021
Counterfactual Maximum Likelihood Estimation for Training Deep Networks NIPS 2021
Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL 2020
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness EMNLP 2020
What do Models Learn from Question Answering Datasets? EMNLP 2020
Event-Related Bias Removal for Real-time Disaster Events EMNLP 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases EMNLP 2020
Improved Zero-Shot Voice Conversion Using Explicit Conditioning Signals INTERSPEECH 2020
Domain Adaptive Image-to-Image Translation CVPR 2020
End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020
Robust Sequence-to-Sequence Acoustic Modeling with Stepwise Monotonic Attention for Neural TTS INTERSPEECH 2019
Autoencoder-Based Semi-Supervised Curriculum Learning for Out-of-Domain Speaker Verification INTERSPEECH 2019
Towards Robust and Privacy-preserving Text Representations ACL 2018