Representation Learning

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries CVPR 2021 A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation EMNLP 2021 A Deterministic Neural Network Approach to Playing Gin Rummy AAAI 2021 A Double Phases Generation Network for Yes or No Question Generation (Student Abstract) AAAI 2021 Adversarial Robustness through Disentangled Representations AAAI 2021 Adversarial Training Helps Transfer Learning via Better Representations NeurIPS 2021 A Framework to Learn with Interpretation NeurIPS 2021 A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021 Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021 ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns’ Semantic Properties and their Prototypicality EMNLP 2021 AlphaNet: Improved Training of Supernets with Alpha-Divergence ICML 2021 A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) AAAI 2021 A multilabel approach to morphosyntactic probing EMNLP 2021 Analyzing the Surprising Variability in Word Embedding Stability Across Languages EMNLP 2021 Anaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-Task EMNLP 2021 A Neural Graph-based Local Coherence Model EMNLP 2021 Animating Pictures With Eulerian Motion Fields CVPR 2021 An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification EMNLP 2021 Anticipating Future Relations via Graph Growing for Action Prediction AAAI 2021 Appearance-Motion Memory Consistency Network for Video Anomaly Detection AAAI 2021 A Quantum-inspired Complex-valued Representation for Encoding Sentiment Information (Student Abstract) AAAI 2021 A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning ICML 2021 Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP 2021 Auto-Exposure Fusion for Single-Image Shadow Removal CVPR 2021 Automated Concatenation of Embeddings for Structured Prediction ACL 2021