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Found 4 papers, 2 papers with code
Information Re-Organization Improves Reasoning in Large Language Models
In this paper, we propose an information re-organization (InfoRE) method before proceeding with the reasoning to enhance the reasoning ability of LLMs.
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment
Complex knowledge base question answering can be achieved by converting questions into sequences of predefined actions.
Query-based Instance Discrimination Network for Relational Triple Extraction
Joint entity and relation extraction has been a core task in the field of information extraction.
Contrastive Learning
Joint Entity and Relation Extraction
+1
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem
Math word problem solver requires both precise relation reasoning about quantities in the text and reliable generation for the diverse equation.
Ranked #1 on
Math Word Problem Solving
on Math23K
(using extra training data)
