| Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency | May 14, 2023 | Arithmetic ReasoningMath | CodeCode Available | 0 |
| CodeT5+: Open Code Large Language Models for Code Understanding and Generation | May 13, 2023 | Arithmetic ReasoningCode Completion | CodeCode Available | 0 |
| Self-Evaluation Guided Beam Search for Reasoning | May 1, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| When do you need Chain-of-Thought Prompting for ChatGPT? | Apr 6, 2023 | Arithmetic ReasoningMemorization | —Unverified | 0 |
| Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? | Feb 15, 2023 | Arithmetic Reasoning | CodeCode Available | 0 |
| Solving math word problems with process- and outcome-based feedback | Nov 25, 2022 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic | Nov 3, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 0 |
| Large Language Models Can Self-Improve | Oct 20, 2022 | Arithmetic ReasoningCommon Sense Reasoning | —Unverified | 0 |
| Composing Ensembles of Pre-trained Models via Iterative Consensus | Oct 20, 2022 | Arithmetic ReasoningImage Generation | —Unverified | 0 |
| Transcending Scaling Laws with 0.1% Extra Compute | Oct 20, 2022 | Arithmetic ReasoningCross-Lingual Question Answering | —Unverified | 0 |
