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CoT-Faithfulness-Survey
CoT-Faithfulness-Survey PublicPaper list for our paper "The Mirage of Explainability: A Survey on Chain-of-Thought Faithfulness in Large Language Models".
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Mechanism-MultiStep-Reasoning
Mechanism-MultiStep-Reasoning PublicPaper list for our survey paper "Opening the Black Box: A Survey on the Mechanisms of Multi-Step Reasoning in Large Language Models"
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Survey-LRM-Mechanisms
Survey-LRM-Mechanisms PublicForked from AheadOFpotato/Awesome-LRM-Mechanisms
Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
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AlignSAE
AlignSAE PublicForked from yminglai/AlignSAE
Creating a new transformer architecture making LLM have controllable reasoning.
Python 1
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GSM-DC_EMNLP-2025
GSM-DC_EMNLP-2025 PublicForked from yminglai/GSM-DC
This repository contains the GSM-DC benchmark and evaluation framework for analyzing how Large Language Models (LLMs) are distracted by irrelevant context in math reasoning tasks. GSM-DC constructs…
Python 1
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ImplicitReasoning_NeurIPS-2025
ImplicitReasoning_NeurIPS-2025 PublicForked from Jiaran-Ye/ImplicitReasoning
Data and Code for paper 'How does Transformer Learn Implicit Reasoning?' (NeurIPS 2025 Spotlight paper)
Jupyter Notebook 1
Repositories
- Mechanism-MultiStep-Reasoning Public
Paper list for our survey paper "Opening the Black Box: A Survey on the Mechanisms of Multi-Step Reasoning in Large Language Models"
PKU-PILLAR-Group/Mechanism-MultiStep-Reasoning’s past year of commit activity - Towards-Intrinsic-Interpretability-of-Large-Language-Models-Survey- Public Forked from gao-1/Towards-Intrinsic-Interpretability-of-Large-Language-Models
Paper list for our paper "Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures".
PKU-PILLAR-Group/Towards-Intrinsic-Interpretability-of-Large-Language-Models-Survey-’s past year of commit activity - CoT-Faithfulness-Survey Public
Paper list for our paper "The Mirage of Explainability: A Survey on Chain-of-Thought Faithfulness in Large Language Models".
PKU-PILLAR-Group/CoT-Faithfulness-Survey’s past year of commit activity - Survey-LRM-Mechanisms Public Forked from AheadOFpotato/Awesome-LRM-Mechanisms
Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
PKU-PILLAR-Group/Survey-LRM-Mechanisms’s past year of commit activity - GSM-DC_EMNLP-2025 Public Forked from yminglai/GSM-DC
This repository contains the GSM-DC benchmark and evaluation framework for analyzing how Large Language Models (LLMs) are distracted by irrelevant context in math reasoning tasks. GSM-DC constructs symbolic DAG-based math problems with fine-grained distractor injections, enabling stepwise evaluation of reasoning robustness. https://ymingl.com/GSMDC
PKU-PILLAR-Group/GSM-DC_EMNLP-2025’s past year of commit activity - AlignSAE Public Forked from yminglai/AlignSAE
Creating a new transformer architecture making LLM have controllable reasoning.
PKU-PILLAR-Group/AlignSAE’s past year of commit activity - RL_from_atomic_to_composite Public Forked from sitaocheng/from_atomic_to_composite
Code and data for the paper "FROM ATOMIC TO COMPOSITE: REINFORCEMENT LEARNING ENABLES GENERALIZATION IN COMPLEMENTARY REASONING"
PKU-PILLAR-Group/RL_from_atomic_to_composite’s past year of commit activity - ImplicitReasoning_NeurIPS-2025 Public Forked from Jiaran-Ye/ImplicitReasoning
Data and Code for paper 'How does Transformer Learn Implicit Reasoning?' (NeurIPS 2025 Spotlight paper)
PKU-PILLAR-Group/ImplicitReasoning_NeurIPS-2025’s past year of commit activity - Logic-LM-EMNLP_2023 Public Forked from teacherpeterpan/Logic-LLM
The project page for "LOGIC-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning"
PKU-PILLAR-Group/Logic-LM-EMNLP_2023’s past year of commit activity
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