-
WikiTableQuestions
Semantic parsing maps a user-issued natural language (NL) utterance to a machine-executable meaning representation (MR), such as λ−calculus (Zettlemoyer and Collins, 2005), SQL... -
ToolWriter: Generating query-specific tools for tabular question answering
Tabular question answering (TQA) presents a challenging setting for neural systems by requiring joint reasoning of natural language with large amounts of semi-structured data. -
Penn Treebank (PTB) dataset
The Penn Treebank (PTB) dataset is used for word ordering task. The dataset is used to evaluate the performance of different models for word ordering. -
A CHEAPER AND BETTER DIFFUSION LANGUAGE MODEL WITH SOFT-MASKED NOISE
Diffusion models that are based on iterative denoising have been recently proposed and leveraged in various generation tasks like image generation. -
PAUSE: Positive and Annealed Unlabeled Sentence Embedding
PAUSE is a generic and end-to-end sentence embedding approach that exploits the labels and explores the unlabeled sentence pairs simultaneously.
