syntactic knowledge

Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions CoNLL 2026 Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025 Designing and Contextualising Probes for African Languages ACL 2025 Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025 Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024 Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer COLING 2024 Is Child-Directed Speech Effective Training Data for Language Models? EMNLP 2024 JCoLA: Japanese Corpus of Linguistic Acceptability COLING 2024 Guiding Students to Investigate What Google Speech Recognition Knows about Language AAAI 2023 Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting EMNLP 2023 Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023 Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP 2023 We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic Fit ACL 2023 An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022 An Unsupervised, Geometric and Syntax-aware Quantification of Polysemy EMNLP 2022 Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer ACL 2022 Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022 Does BERT Rediscover a Classical NLP Pipeline? COLING 2022 Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract) AAAI 2022 Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors ACL 2022 Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022 Probing for Constituency Structure in Neural Language Models EMNLP 2022 Probing for targeted syntactic knowledge through grammatical error detection CoNLL 2022 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021 Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models EMNLP 2021