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Foundation Models

4,860 papers

Papers per year

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2
123
1821
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Papers

Deep Adversarial Learning for NLP NAACL 2019
The Role of Utterance Boundaries and Word Frequencies for Part-of-speech Learning in Brazilian Portuguese Through Distributional Analysis NAACL 2019
CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense NAACL 2019
Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NIPS 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NIPS 2018
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport NIPS 2018
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS 2018
Transfer Learning with Neural AutoML NIPS 2018
Variational Memory Encoder-Decoder NIPS 2018
HOUDINI: Lifelong Learning as Program Synthesis NIPS 2018
A Corpus of Corporate Annual and Social Responsibility Reports: 280 Million Tokens of Balanced Organizational Writing ACL 2018
Simple and Effective Multi-Paragraph Reading Comprehension ACL 2018
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018
A Language Model based Evaluator for Sentence Compression ACL 2018
Paper Abstract Writing through Editing Mechanism ACL 2018
Deep Reinforcement Learning for NLP ACL 2018
Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring ACL 2018
A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018
An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018
Topic Compositional Neural Language Model AISTATS 2018
Turing: A Language for Flexible Probabilistic Inference AISTATS 2018
Learning Hidden Quantum Markov Models AISTATS 2018
Context-Sensitive Generation of Open-Domain Conversational Responses COLING 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018
A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages COLING 2018