conftrace_

residual stream

21 papers

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Co-occurring keywords

large language model (13587) attention head (146) mechanistic interpretability (133) language model (4599) activation steering (45) causal intervention (110) hallucination detection (530) sparse autoencoder (112) hidden state (113) knowledge editing (295)

Papers

How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in LLMs ACL 2026
Where Paths Split: Localized, Calibrated Control of Moral Reasoning in Large Language Models ACL 2026
Sycophancy Hides Linearly in the Attention Heads EACL 2026
Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract) AAAI 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ACL 2025
Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders EMNLP 2025
Calibration Across Layers: Understanding Calibration Evolution in LLMs EMNLP 2025
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders ACL 2025
Why Do Some Inputs Break Low-Bit LLM Quantization? EMNLP 2025
Transformers Represent Belief State Geometry in their Residual Stream NIPS 2024
Refusal in Language Models Is Mediated by a Single Direction NIPS 2024
Steering Llama 2 via Contrastive Activation Addition ACL 2024
On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task EMNLP 2024
Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models NIPS 2024
Neurons in Large Language Models: Dead, N-gram, Positional ACL 2024
An Adversarial Example for Direct Logit Attribution: Memory Management in GELU-4L EMNLP 2024
On Large Language Models’ Hallucination with Regard to Known Facts NAACL 2024
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis EMNLP 2023
Temporal Deformable Residual Networks for Action Segmentation in Videos CVPR 2018