xxxiaol / magic-if
Source code and data for The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code (Findings of ACL 2023)
☆29Updated last year
Related projects ⓘ
Alternatives and complementary repositories for magic-if
- [ICLR 2024] COLLIE: Systematic Construction of Constrained Text Generation Tasks☆52Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆47Updated 4 months ago
- Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data☆30Updated 3 months ago
- Code for RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL 2023.☆62Updated 4 months ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- Evaluate the Quality of Critique☆35Updated 5 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆41Updated 10 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆49Updated 8 months ago
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models☆42Updated 11 months ago
- The official repository for the paper "From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning".☆62Updated last year
- [ACL 2024 Findings] CriticBench: Benchmarking LLMs for Critique-Correct Reasoning☆20Updated 8 months ago
- A unified benchmark for math reasoning☆87Updated last year
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Updated last year
- ☆39Updated 7 months ago
- [ICML'24] TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks☆22Updated 2 months ago
- ☆44Updated last year
- WikiWhy is a new benchmark for evaluating LLMs' ability to explain between cause-effect relationships. It is a QA dataset containing 9000…☆46Updated 11 months ago
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆35Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆55Updated last year
- [ACL 2024] Code for "MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation"☆31Updated 4 months ago
- ☆44Updated 2 months ago
- ☆46Updated 10 months ago
- [EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.☆24Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆36Updated 8 months ago
- ☆83Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆56Updated 8 months ago
- Supporting code for ReCEval paper☆26Updated 2 months ago
- EMNLP 2022: Generating Natural Language Proofs with Verifier-Guided Search https://arxiv.org/abs/2205.12443☆81Updated 2 months ago
- Official implementation of DPFM @ ICLR 2024 paper "Augmenting Math Word Problems via Iterative Question Composing"(https://arxiv.org/abs/…☆15Updated 8 months ago
- AbstainQA, ACL 2024☆19Updated last month