alestolfo / causal-mathLinks
Code Repository for "A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models".
☆15Updated 2 years ago
Alternatives and similar repositories for causal-math
Users that are interested in causal-math are comparing it to the libraries listed below
Sorting:
- This repository contains some of the code used in the paper "Training Language Models with Langauge Feedback at Scale"☆27Updated 2 years ago
- PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)☆73Updated 3 years ago
- [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf☆24Updated last year
- Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator support…☆37Updated last year
- This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".☆30Updated 11 months ago
- Official code for paper LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning☆29Updated 4 years ago
- ☆44Updated 10 months ago
- Llemma formal2formal (tactic prediction) theorem proving experiments☆20Updated last year
- ☆29Updated last year
- ☆22Updated 2 years ago
- GHOSTS dataset☆38Updated last year
- [EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.☆27Updated 2 years ago
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Updated 2 years ago
- Evaluation on Logical Reasoning and Abstract Reasoning Challenges☆28Updated 2 months ago
- ☆41Updated last year
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆55Updated 2 years ago
- A unified benchmark for math reasoning☆88Updated 2 years ago
- the instructions and demonstrations for building a formal logical reasoning capable GLM☆53Updated 10 months ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆108Updated last year
- Code for Residual Energy-Based Models for Text Generation in PyTorch.☆24Updated 4 years ago
- Code for the paper "Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving"☆19Updated 2 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Updated 2 years ago
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI☆94Updated 2 years ago
- The codebase for our ACL2023 paper: Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learni…☆30Updated 2 years ago
- Source code and data for The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code (Findings of ACL 2023…☆29Updated 2 years ago
- Supporting code for ReCEval paper☆29Updated 10 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆38Updated 2 years ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆106Updated last year
- Accompanying code for "Boosted Prompt Ensembles for Large Language Models"☆30Updated 2 years ago
- ☆39Updated 3 years ago