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Foundation Models

4845 directly classified papers

Papers per year

Papers

Neural Legal Judgment Prediction in English ACL 2019
Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019
A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation AAAI 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019
Adversarial Learning of a Sampler Based on an Unnormalized Distribution AISTATS 2019
The Role of Utterance Boundaries and Word Frequencies for Part-of-speech Learning in Brazilian Portuguese Through Distributional Analysis NAACL 2019
Learning to Write Stories with Thematic Consistency and Wording Novelty AAAI 2019
Hamiltonian Neural Networks NIPS 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019
Commonsense Knowledge Mining from Pretrained Models EMNLP 2019
Boosting Dialog Response Generation ACL 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs EMNLP 2019
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018
Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NIPS 2018
HOUDINI: Lifelong Learning as Program Synthesis NIPS 2018
End-to-end Speech Recognition Using Lattice-free MMI INTERSPEECH 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 Hybrid Learning Scheme for Chinese Word Embedding ACL 2018
Variational Memory Encoder-Decoder NIPS 2018
Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring ACL 2018
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS 2018
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018
Context-Sensitive Generation of Open-Domain Conversational Responses COLING 2018