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Foundation Models

4845 directly classified papers

Papers per year

Papers

NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions IJCNLP 2019
Effective Sentence Scoring Method Using BERT for Speech Recognition ACML 2019
Pretrained Language Models for Sequential Sentence Classification EMNLP 2019
A New GAN-Based End-to-End TTS Training Algorithm INTERSPEECH 2019
Bootstrapping a Text Normalization System for an Inflected Language. Numbers as a Test Case INTERSPEECH 2019
Text2Math: End-to-end Parsing Text into Math Expressions IJCNLP 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models IJCNLP 2019
A Comparison of Deep Learning Methods for Language Understanding INTERSPEECH 2019
Language Models as Knowledge Bases? IJCNLP 2019
Auto-Encoding Nearest Neighbor i-Vectors for Speaker Verification INTERSPEECH 2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019
STANCY: Stance Classification Based on Consistency Cues EMNLP 2019
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue EMNLP 2019
Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019
Generating Multiple Diverse Responses for Short-Text Conversation AAAI 2019
DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information AAAI 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing IJCNLP 2019
A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection IJCNLP 2019
SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence IJCNLP 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
Concept Pointer Network for Abstractive Summarization EMNLP 2019
Attribute-aware Sequence Network for Review Summarization EMNLP 2019
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs IJCNLP 2019
Differentiable Convex Optimization Layers NIPS 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data IJCNLP 2019