OpenCausaLab

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OpenCausaLab

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Recent Activity

MagicalChair submitted a paper 3 days ago

CauScale: Neural Causal Discovery at Scale

SiruiChen authored a paper 3 days ago

CauScientist: Teaching LLMs to Respect Data for Causal Discovery

SiruiChen authored a paper 3 days ago

Can Post-Training Transform LLMs into Causal Reasoners?

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Papers

CauScale: Neural Causal Discovery at Scale

Can Post-Training Transform LLMs into Causal Reasoners?

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OpenCausaLab 's Papers 14

Submitted by

Bo Peng (SII)

CauScale: Neural Causal Discovery at Scale

Can Post-Training Transform LLMs into Causal Reasoners?

CauScientist: Teaching LLMs to Respect Data for Causal Discovery

Submitted by

Tianyu Li

CauSight: Learning to Supersense for Visual Causal Discovery

DEPO: Dual-Efficiency Preference Optimization for LLM Agents

Synthesis by Design: Controlled Data Generation via Structural Guidance

IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data

Exploring Consciousness in LLMs: A Systematic Survey of Theories, Implementations, and Frontier Risks

ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search

Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension Ability

ADAM: An Embodied Causal Agent in Open-World Environments

From Imitation to Introspection: Probing Self-Consciousness in Language Models

CLEAR: Can Language Models Really Understand Causal Graphs?

Causal Evaluation of Language Models