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

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024
Multiple View Geometry Transformers for 3D Human Pose Estimation CVPR 2024
CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders. NAACL 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NIPS 2024
Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation EMNLP 2024
A Controlled Reevaluation of Coreference Resolution Models COLING 2024
Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner EMNLP 2024
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing NAACL 2024
SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios INTERSPEECH 2024
FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency Modification WACV 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs NIPS 2023
You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models EMNLP 2023
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic ACL 2023
Retrieval-Augmented Multiple Instance Learning NIPS 2023
Guiding Computational Stance Detection with Expanded Stance Triangle Framework ACL 2023
Out-of-Domain Robustness via Targeted Augmentations ICML 2023
Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation NAACL 2022
Certifying Out-of-Domain Generalization for Blackbox Functions ICML 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks IJCNLP 2022
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks AACL 2022