Search Results for author: Ryan Y. Benmalek

Found 4 papers, 1 papers with code

Question Generation using a Scratchpad Encoder

no code implementations ICLR 2019 Ryan Y. Benmalek, Madian Khabsa, Suma Desu, Claire Cardie, Michele Banko

In this paper we introduce the Scratchpad Encoder, a novel addition to the sequence to sequence (seq2seq) framework and explore its effectiveness in generating natural language questions from a given logical form.

Question Generation Question-Generation

Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism

1 code implementation12 Jun 2019 Ryan Y. Benmalek, Madian Khabsa, Suma Desu, Claire Cardie, Michele Banko

We introduce the Scratchpad Mechanism, a novel addition to the sequence-to-sequence (seq2seq) neural network architecture and demonstrate its effectiveness in improving the overall fluency of seq2seq models for natural language generation tasks.

Machine Translation Question Generation +4

The Neural Painter: Multi-Turn Image Generation

no code implementations16 Jun 2018 Ryan Y. Benmalek, Claire Cardie, Serge Belongie, Xiadong He, Jianfeng Gao

In this work we combine two research threads from Vision/ Graphics and Natural Language Processing to formulate an image generation task conditioned on attributes in a multi-turn setting.

Benchmarking Conditional Image Generation

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