| Aioli: A Unified Optimization Framework for Language Model Data Mixing | Nov 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Eliminating Position Bias of Language Models: A Mechanistic Approach | Jul 1, 2024 | Mathobject-detection | CodeCode Available | 1 |
| Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning | May 30, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| CityGPT: Empowering Urban Spatial Cognition of Large Language Models | Jun 20, 2024 | Code GenerationMath | CodeCode Available | 1 |
| A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration | Oct 3, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | CodeCode Available | 1 |
| On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents | Aug 2, 2024 | Code GenerationLarge Language Model | CodeCode Available | 1 |
| Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems | Oct 16, 2021 | Contrastive LearningMath | CodeCode Available | 1 |
| Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem | Apr 7, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Graph-to-Tree Learning for Solving Math Word Problems | Jul 1, 2020 | DecoderMath | CodeCode Available | 1 |