arithmetic reasoning

Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024 Null-Shot Prompting: Rethinking Prompting Large Language Models With Hallucination EMNLP 2024 Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL ICLR 2024 Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024 Self-training Language Models for Arithmetic Reasoning EMNLP 2024 Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data AAAI 2024 Understanding Addition in Transformers ICLR 2024 A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis EMNLP 2023 Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems EMNLP 2023 Causal Abstraction for Chain-of-Thought Reasoning in Arithmetic Word Problems EMNLP 2023 Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? EACL 2023 Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023 Large Language Models are Better Reasoners with Self-Verification EMNLP 2023 Large Language Models Can Be Easily Distracted by Irrelevant Context ICML 2023 Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023 MathPrompter: Mathematical Reasoning using Large Language Models ACL 2023 MoT: Memory-of-Thought Enables ChatGPT to Self-Improve EMNLP 2023 Self-Consistency Improves Chain of Thought Reasoning in Language Models ICLR 2023 Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022 Discrete Reasoning Templates for Natural Language Understanding EACL 2021