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QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships

QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships

Many natural la guage questions require recognizing and reasoning with qualitative relationships (e.g., in science, economics, and medicine), but are challenging to answer with corpus-based methods. Qualitative modeling provides tools that support such reasoning, but the semantic parsing task of mapping questions into those models has formidable challenges. We present …