conftrace_

probing analysis

59 papers

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representation learning (6206) language model (4599) large language model (13587) pre-trained language model (1515) pretrained language model (1030) natural language inference (1287) linguistic knowledge (77) model interpretability (519) multilingual model (925) transformer model (1996)

Papers

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