AMKOR is described as a state-of-the-art multi-hop QA system, but the paper provides no reproducible evidence and the reported numbers appear unverifiable.
A Precis of Language Models are not Models of Language
1 Pith paper cite this work. Polarity classification is still indexing.
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Pith paper citing it
abstract
Natural Language Processing is one of the leading application areas in the current resurgence of Artificial Intelligence, spearheaded by Artificial Neural Networks. We show that despite their many successes at performing linguistic tasks, Large Neural Language Models are ill-suited as comprehensive models of natural language. The wider implication is that, in spite of the often overbearing optimism about AI, modern neural models do not represent a revolution in our understanding of cognition.
fields
cs.CL 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
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Multi-granular Training Strategies for Robust Multi-hop Reasoning Over Noisy and Heterogeneous Knowledge Sources
AMKOR is described as a state-of-the-art multi-hop QA system, but the paper provides no reproducible evidence and the reported numbers appear unverifiable.