Representation Learning

A Neural Network-Based Noise Compensation Method for Pronunciation Assessment Interspeech 2021 A Neural Transition-based Model for Argumentation Mining ACL 2021 A New Approach to Overgenerating and Scoring Abstractive Summaries NAACL 2021 A New Representation for Span-based CCG Parsing EMNLP 2021 A New Robust Subspace Recovery Algorithm (Student Abstract) AAAI 2021 A New View of Multi-modal Language Analysis: Audio and Video Features as Text “Styles” EACL 2021 An Exemplar Selection Algorithm for Native-Nonnative Voice Conversion Interspeech 2021 An FST morphological analyzer for the Gitksan language ACL 2021 An Identifiable Double VAE For Disentangled Representations ICML 2021 An Image is Worth More Than a Thousand Words: Towards Disentanglement in The Wild NeurIPS 2021 An Improved Single Step Non-Autoregressive Transformer for Automatic Speech Recognition Interspeech 2021 An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition Interspeech 2021 An in-depth look at Euclidean disk embeddings for structure preserving parsing EMNLP 2021 An Information-Theoretic Characterization of Morphological Fusion EMNLP 2021 An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021 A Non-Linear Structural Probe NAACL 2021 An Online Riemannian PCA for Stochastic Canonical Correlation Analysis NeurIPS 2021 Anonymisation Models for Text Data: State of the art, Challenges and Future Directions ACL 2021 A Normative and Biologically Plausible Algorithm for Independent Component Analysis NeurIPS 2021 A Note on Sparse Generalized Eigenvalue Problem NeurIPS 2021 A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations ACL 2021 A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling EMNLP 2021 A novel notion of barycenter for probability distributions based on optimal weak mass transport NeurIPS 2021 Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021 Anticipating Future Relations via Graph Growing for Action Prediction AAAI 2021