conftrace_

layer-wise analysis

30 papers

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Co-occurring keywords

large language model (13587) layer analysis (16) representation learning (6206) language model (4599) internal representation (49) neural language model (255) neural network (6616) feature attribution (280) attention mechanism (4001) supervised fine-tuning (381)

Papers

A Layer-wise Analysis of Supervised Fine-Tuning ACL 2026
Exploring Concreteness Through a Figurative Lens ACL 2026
Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers CVPR 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing ACL 2025
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025
Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis IJCAI 2025
Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025
Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions EMNLP 2025
Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models? ACL 2025
Derivational Probing: Unveiling the Layer-wise Derivation of Syntactic Structures in Neural Language Models ACL 2025
Derivational Probing: Unveiling the Layer-wise Derivation of Syntactic Structures in Neural Language Models CONLL 2025
Addition in Four Movements: Mapping Layer-wise Information Trajectories in LLMs EMNLP 2025
Where does In-context Learning Happen in Large Language Models? NIPS 2024
A Multimodal Large Language Model “Foresees” Objects Based on Verb Information but Not Gender EMNLP 2024
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training NIPS 2023
Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models EMNLP 2022
Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022
Are All Layers Created Equal? JMLR 2022
Spectral Probing EMNLP 2022
Understanding Stochastic Optimization Behavior at the Layer Update Level (Student Abstract) AAAI 2022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers NAACL 2022
Ecco: An Open Source Library for the Explainability of Transformer Language Models ACL 2021
Analyzing the Domain Robustness of Pretrained Language Models, Layer by Layer EACL 2021