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Papers
HHU-SyLo at SemEval-2026 Task 11: Logic in the Loop – Hybridizing LLMs and Theorem Provers for Robust Formal Reasoning
SemEval 2026
Assessing the Sensitivity and Alignment of FOL Closeness Metrics
EMNLP 2025
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations
ACL 2025
MASA: LLM-Driven Multi-Agent Systems for Autoformalization
EMNLP 2025
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving
ICML 2025
Theorem Prover as a Judge for Synthetic Data Generation
ACL 2025
Proving Theorems Recursively
NeurIPS 2024
Conversational Neuro-Symbolic Commonsense Reasoning
AAAI 2021
TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning
NeurIPS 2021
Bayesian Optimisation for Premise Selection in Automated Theorem Proving (Student Abstract)
AAAI 2020
Learning to Prove Theorems by Learning to Generate Theorems
NeurIPS 2020
Certifying the True Error: Machine Learning in Coq with Verified Generalization Guarantees
AAAI 2019
HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving
ICML 2019
COVER: Covering the Semantically Tractable Questions
EACL 2017
On-demand Injection of Lexical Knowledge for Recognising Textual Entailment
EACL 2017