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Foundation Models

4845 directly classified papers

Papers per year

Papers

Deep Adversarial Learning for NLP NAACL 2019
Adversarial Learning of a Sampler Based on an Unnormalized Distribution AISTATS 2019
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs EMNLP 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019
A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation AAAI 2019
Learning to Write Stories with Thematic Consistency and Wording Novelty AAAI 2019
Deep Equilibrium Models NIPS 2019
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses NIPS 2019
A Solvable High-Dimensional Model of GAN NIPS 2019
Fast and Provable ADMM for Learning with Generative Priors NIPS 2019
Probability Density Distillation with Generative Adversarial Networks for High-Quality Parallel Waveform Generation INTERSPEECH 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset EMNLP 2019
Learning Portable Symbolic Representations IJCAI 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NIPS 2018
Transfer Learning with Neural AutoML NIPS 2018
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018
Segmental Encoder-Decoder Models for Large Vocabulary Automatic Speech Recognition INTERSPEECH 2018
Language and the Shifting Sands of Domain, Space and Time (Invited Talk) COLING 2018
A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages COLING 2018
Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NIPS 2018
Topic Compositional Neural Language Model AISTATS 2018
Variational Memory Encoder-Decoder NIPS 2018
Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring ACL 2018