[ACL 2023] Reasoning with Language Model Prompting: A Survey

Framework and Language for Neurosymbolic Programming.

ToK aka Tree of Knowledge for Large Language Models LLM. It's a novel dataset that inspires knowledge symbolic correlation in simple input and output prompts

[EMNLP 2023, Findings] GRACE: Discriminator-Guided Chain-of-Thought Reasoning

ICML 23': Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization

Synthetic data generation for evaluating Large Language Models reasoning.

Code and data for Paper "Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement"

[EMNLP 2024] NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization

CIC-IPN course of Fundamentals of Artificial Intelligence with Salvador Godoy