A list of notes about NLP papers we've read at NLP Town (www.nlp.town). Our selection is heavily influenced by our specific interests and the projects we're involved in.
- Learning to generate one-sentence biographies from Wikidata
- Neural Text Generation from Structured Data with Application to the Biography Domain.
- Generating Wikipedia by Summarizing Long Sentences
- Learning to Ask: Neural Question Generation for Reading Comprehension
- Pointer Networks
- Incorporating Copying Mechanism in Sequence-to-Sequence Learning
- Seq2SQL: Generating Structured Queries from Natural Language Using Reinforcement Learning
- Morphological Inflection Generation with Hard Monotonic Attention
- Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer
- An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modelling
- The Importance of Being Recurrent for Modeling Hierarchical Structure
- Comparative Study of CNN and RNN for Natural Language Processing
- An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing
- Achieving Human Parity on Automatic Chinese to English News Translation
- A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries
- Neural Networks For Negation Scope Detection
- Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
- Dynamic Word Embeddings for Evolving Semantic Discovery
- Learned in Translation: Contextualized Word Vectors
- Deep contextualized word representations
- Offline Bilingual Word Vectors, Orthogonal Transformations and the Inverted Softmax
- Word Translation without Parallel Data