probing analysis

A Computational Approach to Language Contact – A Case Study of Persian EACL 2026 Probing Functional Correctness in Diffusion Language Models ACL 2026 A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025 Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis ACL 2025 How Reliable are Causal Probing Interventions? IJCNLP 2025 IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? IJCNLP 2025 Neuron Empirical Gradient: Discovering and Quantifying Neurons’ Global Linear Controllability ACL 2025 Probing Neural Network Generalization using Default Patterns NAACL 2025 Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025 Understanding Subword Compositionality of Large Language Models EMNLP 2025 Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons COLING 2024 Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics COLING 2024 Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024 Emergence of Abstract State Representations in Embodied Sequence Modeling EMNLP 2023 Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers EMNLP 2023 Probing for Hyperbole in Pre-Trained Language Models ACL 2023 Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023 Quantifying Context Mixing in Transformers EACL 2023 The Hidden Folk: Linguistic Properties Encoded in Multilingual Contextual Character Representations ACL 2023 Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models EMNLP 2022 Exploring the Effects of Negation and Grammatical Tense on Bias Probes AACL 2022 How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks ACL 2022 Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022 Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022 Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens NAACL 2022