Reasoning

Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation ICML 2023 PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales ICLR 2023 PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change NeurIPS 2023 Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023 Post Turing: Mapping the landscape of LLM Evaluation EMNLP 2023 PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations ACL 2023 Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023 Predicting Ordinary Differential Equations with Transformers ICML 2023 Probabilistic Generalization of Backdoor Trees with Application to SAT AAAI 2023 Probabilistic Reasoning and Learning for Trustworthy AI AAAI 2023 Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023 Probing Physical Reasoning with Counter-Commonsense Context ACL 2023 Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling EMNLP 2023 Probing the “Creativity” of Large Language Models: Can models produce divergent semantic association? EMNLP 2023 QASA: Advanced Question Answering on Scientific Articles ICML 2023 QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023 Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023 Ranking LLM-Generated Loop Invariants for Program Verification EMNLP 2023 Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms EMNLP 2023 Reasoning about Ambiguous Definite Descriptions EMNLP 2023 Reasoning Circuits: Few-shot Multi-hop Question Generation with Structured Rationales ACL 2023 Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023 Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023 Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023 Reasoning with Language Model Prompting: A Survey ACL 2023