Deep Learning

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP 2020 The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks CVPR 2020 The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020 The Shape of Data: Intrinsic Distance for Data Distributions ICLR 2020 The SIGMORPHON 2020 Shared Task on Multilingual Grapheme-to-Phoneme Conversion ACL 2020 The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ACL 2020 ``The Squawk Bot'': Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering IJCAI 2020 The Statistical Complexity of Early-Stopped Mirror Descent NeurIPS 2020 The Surprising Simplicity of the Early-Time Learning Dynamics of Neural Networks NeurIPS 2020 The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation WACV 2020 The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT EMNLP 2020 The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs EMNLP 2020 The Tree Ensemble Layer: Differentiability meets Conditional Computation ICML 2020 The Ubiqus English-Inuktitut System for WMT20 EMNLP 2020 The UniMelb Submission to the SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020 The University of Edinburgh’s English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation Task EMNLP 2020 The University of Edinburgh’s submission to the German-to-English and English-to-German Tracks in the WMT 2020 News Translation and Zero-shot Translation Robustness Tasks EMNLP 2020 The University of Edinburgh-Uppsala University’s Submission to the WMT 2020 Chat Translation Task EMNLP 2020 The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020 The University of Maryland’s Submissions to the WMT20 Chat Translation Task: Searching for More Data to Adapt Discourse-Aware Neural Machine Translation EMNLP 2020 The University of Tokyo’s Submissions to the WAT 2020 Shared Task AACL 2020 The Unstoppable Rise of Computational Linguistics in Deep Learning ACL 2020 The Volctrans Machine Translation System for WMT20 EMNLP 2020 The workweek is the best time to start a family – A Study of GPT-2 Based Claim Generation EMNLP 2020 The XMUSPEECH System for Short-Duration Speaker Verification Challenge 2020 Interspeech 2020