syntactic representation

Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations EMNLP 2025 Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025 Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024 What Does Parameter-free Probing Really Uncover? ACL 2024 How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases ACL 2023 Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization EMNLP 2023 Learned Incremental Representations for Parsing ACL 2022 Probing for Understanding of English Verb Classes and Alternations in Large Pre-trained Language Models EMNLP 2022 Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022 Stability of Syntactic Dialect Classification over Space and Time COLING 2022 Controlling the Imprint of Passivization and Negation in Contextualized Representations EMNLP 2020 Investigating representations of verb bias in neural language models EMNLP 2020 KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations EMNLP 2020 Overestimation of Syntactic Representation in Neural Language Models ACL 2020 Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020 Semantic Role Labeling with Heterogeneous Syntactic Knowledge COLING 2020 Sequence Labeling Parsing by Learning across Representations ACL 2019 Understanding Learning Dynamics Of Language Models with SVCCA NAACL 2019 Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models CoNLL 2019 Visualizing and Measuring the Geometry of BERT NeurIPS 2019 Sentences with Gapping: Parsing and Reconstructing Elided Predicates NAACL 2018 Syntactic Dependency Representations in Neural Relation Classification ACL 2018 What Do Recurrent Neural Network Grammars Learn About Syntax? EACL 2017 Deeper syntax for better semantic parsing COLING 2016