probing classifier

Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations AAAI 2026 Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation EACL 2026 Implicit Representations of Grammaticality in Language Models ACL 2026 LLM Beliefs Are in Their Heads ACL 2026 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 Construction Identification and Disambiguation Using BERT: A Case Study of NPN CoNLL 2025 “I’ve Decided to Leak”: Probing Internals Behind Prompt Leakage Intents EMNLP 2025 LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing ACL 2025 Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025 Probing Internal Representations of Multi-Word Verbs in Large Language Models NAACL 2025 Pruning Weights but Not Truth: Safeguarding Truthfulness While Pruning LLMs EMNLP 2025 Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract) AAAI 2025 Spelling-out is not Straightforward: LLMs’ Capability of Tokenization from Token to Characters EMNLP 2025 Can probing classifiers reveal the learning by contact center large language models?: No, it doesn’t! NAACL 2024 Embedded Named Entity Recognition using Probing Classifiers EMNLP 2024 Emergent Representations of Program Semantics in Language Models Trained on Programs ICML 2024 Identifying Linear Relational Concepts in Large Language Models NAACL 2024 Interpreting Learned Feedback Patterns in Large Language Models NeurIPS 2024 Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures Interspeech 2024 Personas as a Way to Model Truthfulness in Language Models EMNLP 2024 What Do Transformers Know about Government? COLING 2024 Disentangling the Linguistic Competence of Privacy-Preserving BERT EMNLP 2023 Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces EMNLP 2023 Probing Representations for Document-level Event Extraction EMNLP 2023 Baked-in State Probing EMNLP 2022