← Reasoning
Knowledge & Reasoning › Reasoning ›

Automated Reasoning

840 directly classified papers

Papers per year

Papers

Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023
Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning ACL 2023
Temporal Datalog with Existential Quantification IJCAI 2023
Connecting Symbolic Statutory Reasoning with Legal Information Extraction EMNLP 2023
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification ACL 2023
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor EMNLP 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs EMNLP 2023
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023
Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023
Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction EMNLP 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements ACL 2023
Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language ACL 2023
Reasoning with Language Model Prompting: A Survey ACL 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023
Multi-modal Action Chain Abductive Reasoning ACL 2023
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023
Do PLMs Know and Understand Ontological Knowledge? ACL 2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction EMNLP 2023