Foundation Models

An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018 Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation IJCAI 2018 A Study of Reinforcement Learning for Neural Machine Translation EMNLP 2018 Building and Learning Structures in a Situated Blocks World Through Deep Language Understanding NAACL 2018 Context-Sensitive Generation of Open-Domain Conversational Responses COLING 2018 Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NeurIPS 2018 Deep Reinforcement Learning for NLP ACL 2018 ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia SemEval 2018 End-to-end Speech Recognition Using Lattice-free MMI Interspeech 2018 HOUDINI: Lifelong Learning as Program Synthesis NeurIPS 2018 Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring ACL 2018 Language and the Shifting Sands of Domain, Space and Time (Invited Talk) COLING 2018 Learning Hidden Quantum Markov Models AISTATS 2018 Learning Portable Symbolic Representations IJCAI 2018 Learning Two Tone Languages Enhances the Brainstem Encoding of Lexical Tones Interspeech 2018 Learning with Latent Language NAACL 2018 Machine Learning Powered Data Platform for High-Quality Speech and NLP Workflows Interspeech 2018 Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NeurIPS 2018 Model-free, Model-based, and General Intelligence IJCAI 2018 Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018 On the Convergence and Robustness of Training GANs with Regularized Optimal Transport NeurIPS 2018 On the Relative Expressiveness of Bayesian and Neural Networks PGM 2018 Paper Abstract Writing through Editing Mechanism ACL 2018 Path-Level Network Transformation for Efficient Architecture Search ICML 2018 PDE-Net: Learning PDEs from Data ICML 2018