Domain Adaptation

Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021 Efficient Learning with Arbitrary Covariate Shift ALT 2021 Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos CVPR 2021 Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data AAAI 2021 Empathy and Hope: Resource Transfer to Model Inter-country Social Media Dynamics ACL 2021 Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality NAACL 2021 Enhancing Aspect-level Sentiment Analysis with Word Dependencies EACL 2021 Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021 Ensemble of MRR and NDCG models for Visual Dialog NAACL 2021 Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain ACL 2021 Environment Inference for Invariant Learning ICML 2021 ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation AAAI 2021 Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting AAAI 2021 ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech Interspeech 2021 Evaluating Model Robustness and Stability to Dataset Shift AISTATS 2021 Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer EMNLP 2021 Evaluating the Robustness of Neural Language Models to Input Perturbations EMNLP 2021 Evaluation of Thematic Coherence in Microblogs ACL 2021 EvDistill: Asynchronous Events To End-Task Learning via Bidirectional Reconstruction-Guided Cross-Modal Knowledge Distillation CVPR 2021 Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation CVPR 2021 Evidence-based Fact-Checking of Health-related Claims EMNLP 2021 Examining and Combating Spurious Features under Distribution Shift ICML 2021 Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization ICLR 2021 Explainable Natural Language to Bash Translation using Abstract Syntax Tree CoNLL 2021 Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition ACL 2021