Deep Learning

A Relaxed Matching Procedure for Unsupervised BLI ACL 2020 Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study Interspeech 2020 A Report on the 2020 Sarcasm Detection Shared Task ACL 2020 Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction ICLR 2020 ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification Interspeech 2020 Are Transformers universal approximators of sequence-to-sequence functions? ICLR 2020 A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation ACL 2020 A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings COLING 2020 Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020 Are we Estimating or Guesstimating Translation Quality? ACL 2020 Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs Interspeech 2020 ARMA Nets: Expanding Receptive Field for Dense Prediction NeurIPS 2020 A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020 A Robust and Cascaded Acoustic Echo Cancellation Based on Deep Learning Interspeech 2020 ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments EMNLP 2020 ARShadowGAN: Shadow Generative Adversarial Network for Augmented Reality in Single Light Scenes CVPR 2020 A Rule for Gradient Estimator Selection, with an Application to Variational Inference AISTATS 2020 ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020 ASAP: Architecture Search, Anneal and Prune AISTATS 2020 ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition Interspeech 2020 Aschern at SemEval-2020 Task 11: It Takes Three to Tango: RoBERTa, CRF, and Transfer Learning SemEval 2020 A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020 A Self-supervised Approach for Adversarial Robustness CVPR 2020 A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation COLING 2020 A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020