Models

AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions NeurIPS 2022 A Joint Learning Approach for Semi-supervised Neural Topic Modeling ACL 2022 A Kernelised Stein Statistic for Assessing Implicit Generative Models NeurIPS 2022 A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation ACL 2022 A Large-Scale Dataset for Biomedical Keyphrase Generation EMNLP 2022 AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level ACL 2022 Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022 Alleviating Adversarial Attacks on Variational Autoencoders with MCMC NeurIPS 2022 Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient NeurIPS 2022 AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022 Amortized Inference for Causal Structure Learning NeurIPS 2022 Amortized Projection Optimization for Sliced Wasserstein Generative Models NeurIPS 2022 Amortized Tree Generation for Bottom-up Synthesis Planning and Synthesizable Molecular Design ICLR 2022 A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022 A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs NeurIPS 2022 A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS Interspeech 2022 An Adversarial Framework for Generating Unseen Images by Activation Maximization AAAI 2022 Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems Interspeech 2022 Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory COLING 2022 Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models ICLR 2022 Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022 An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks EMNLP 2022 An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning Interspeech 2022 An Autoregressive Flow Model for 3D Molecular Geometry Generation from Scratch ICLR 2022 Ancestor-to-Creole Transfer is Not a Walk in the Park ACL 2022