[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.

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

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

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