logical reasoning

Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogisms EMNLP 2024 Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024 CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024 CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments COLING 2024 CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024 CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024 Conditional and Modal Reasoning in Large Language Models EMNLP 2024 Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024 Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees AAAI 2024 Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024 DeiSAM: Segment Anything with Deictic Prompting NeurIPS 2024 DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024 Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus NeurIPS 2024 Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024 Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems EMNLP 2024 Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024 Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024 F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024 FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts ACL 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation ACL 2024 How Susceptible Are LLMs to Logical Fallacies? COLING 2024 Improving Large Language Models in Event Relation Logical Prediction ACL 2024 Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification NeurIPS 2024