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Automatic Conditional Generation of Personalized Social Media Short Texts
A conditional language generation model with Big Five Personality (BFP) feature vectors as input context, which writes human-like short texts. -
MS MARCO NLGen
The MS MARCO NLGen dataset is a collection of natural language generation tasks, where the goal is to generate natural-sounding answers to questions. -
IMAGINE: An Imagination-Based Automatic Evaluation Metric for Natural Languag...
Automatic evaluations for natural language generation (NLG) conventionally rely on token-level or embedding-level comparisons with the text references. This is different from... -
Training a helpful and harmless assistant with reinforcement learning from hu...
The authors propose a novel approach that incorporates parameter-efficient tuning to better optimize control tokens, thus benefitting controllable generation.