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Found 4 papers, 1 papers with code
WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge
To better evaluate NLMs, we propose a logic-based framework that focuses on high-quality commonsense knowledge.
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference
Recent methods based on pre-trained language models have shown strong supervised performance on commonsense reasoning.
TRAC: A Textual Benchmark for Reasoning about Actions and Change
Reasoning about actions and change (RAC) is essential to understand and interact with the ever-changing environment.
Multi-view Inference for Relation Extraction with Uncertain Knowledge
Knowledge graphs (KGs) are widely used to facilitate relation extraction (RE) tasks.
Ranked #32 on
Relation Extraction
on DocRED
(using extra training data)
