conftrace_

causal analysis

36 papers

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Co-occurring keywords

language model (4599) causal inference (1630) neural network interpretability (114) large language model (13587) neural network (6616) diffusion model (3751) knowledge graph (1837) distribution shift (722) model interpretability (519) multimodal learning (4645)

Papers

Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration AAAI 2026
Skill Path: Unveiling Language Skills from Circuit Graphs AAAI 2026
Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis WACV 2025
Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025
How Likely Do LLMs with CoT Mimic Human Reasoning? COLING 2025
MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding ICCV 2025
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ACL 2025
UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models AAAI 2025
From Imitation to Introspection: Probing Self-Consciousness in Language Models ACL 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025
Circuit-Tracer: A New Library for Finding Feature Circuits EMNLP 2025
Analyzing the Inner Workings of Transformers in Compositional Generalization NAACL 2025
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization NIPS 2024
ExChain: Exception Dependency Analysis for Root Cause Diagnosis NSDI 2024
Causal Analysis for Robust Interpretability of Neural Networks WACV 2024
Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024
RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations ACL 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause EMNLP 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024
Efficient Enumeration of Markov Equivalent DAGs AAAI 2023
Detecting Out-of-distribution Data through In-distribution Class Prior ICML 2023
Masked Images Are Counterfactual Samples for Robust Fine-Tuning CVPR 2023
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes NAACL 2022
Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance NAACL 2022
Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022