Faith and fate: Limits of transformers on compositionality

N Dziri, X Lu, M Sclar, XL Li, L Jiang… - Advances in …, 2023 - proceedings.neurips.cc
Transformer large language models (LLMs) have sparked admiration for their exceptional
performance on tasks that demand intricate multi-step reasoning. Yet, these models …

Explainable Multi-Step Reasoning Over Natural Language

Z Liang - 2023 - search.proquest.com
Despite the significant progress of reasoning over natural language in the recent years, multi-
step natural language reasoning is still a great challenge to the current algorithms. The …