{"total":39,"rows":[{"id":"2409.19151","title":"Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?","created":"2024-09-27","cited_by_count":23,"area":null},{"id":"2310.16142","title":"A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing","created":"2023-10-24","cited_by_count":22,"area":null},{"id":"2310.19089","title":"Pushdown Layers: Encoding Recursive Structure in Transformer Language Models","created":"2023-10-29","cited_by_count":19,"area":null},{"id":"2308.00109","title":"A Sentence is Worth a Thousand Pictures: Can Large Language Models Understand Hum4n L4ngu4ge and the W0rld behind W0rds?","created":"2023-07-26","cited_by_count":17,"area":null},{"id":"2310.01749","title":"Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns","created":"2023-10-03","cited_by_count":17,"area":null},{"id":"2403.08293","title":"Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale","created":"2024-03-13","cited_by_count":10,"area":null},{"id":"2407.17406","title":"Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models","created":"2024-07-24","cited_by_count":8,"area":null},{"id":"2306.00751","title":"Differentiable Tree Operations Promote Compositional Generalization","created":"2023-06-01","cited_by_count":5,"area":null},{"id":"2309.16319","title":"Augmenting Transformers with Recursively Composed Multi-grained Representations","created":"2023-09-28","cited_by_count":5,"area":null},{"id":"2402.12691","title":"Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision","created":"2024-02-20","cited_by_count":4,"area":null},{"id":"2207.06960","title":"Forming Trees with Treeformers","created":"2022-07-14","cited_by_count":3,"area":null},{"id":"2310.20589","title":"Increasing The Performance of Cognitively Inspired Data-Efficient Language Models via Implicit Structure Building","created":"2023-10-31","cited_by_count":3,"area":null},{"id":"2402.08382","title":"Punctuation Restoration Improves Structure Understanding Without Supervision","created":"2024-02-13","cited_by_count":3,"area":null},{"id":"2407.17771","title":"Banyan: Improved Representation Learning with Explicit Structure","created":"2024-07-25","cited_by_count":3,"area":null},{"id":"2411.18885","title":"Sneaking Syntax into Transformer Language Models with Tree Regularization","created":"2024-11-28","cited_by_count":3,"area":null},{"id":"2205.12621","title":"Unbiased and Efficient Sampling of Dependency Trees","created":"2022-05-25","cited_by_count":2,"area":null},{"id":"2305.05588","title":"StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure","created":"2023-05-09","cited_by_count":2,"area":null},{"id":"2305.12027","title":"Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings","created":"2023-05-19","cited_by_count":2,"area":null},{"id":"2308.03291","title":"SynJax: Structured Probability Distributions for JAX","created":"2023-08-07","cited_by_count":2,"area":null},{"id":"2403.12294","title":"A Comparative Investigation of Compositional Syntax and Semantics in DALL-E 2","created":"2024-03-18","cited_by_count":2,"area":null},{"id":"2405.04515","title":"A Transformer with Stack Attention","created":"2024-05-07","cited_by_count":2,"area":null},{"id":"2210.12958","title":"Composition, Attention, or Both?","created":"2022-10-24","cited_by_count":1,"area":null},{"id":"2306.02671","title":"Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints","created":"2023-06-05","cited_by_count":1,"area":null},{"id":"2310.11146","title":"The Quo Vadis of the Relationship between Language and Large Language Models","created":"2023-10-17","cited_by_count":1,"area":null},{"id":"2310.11964","title":"AMR Parsing with Causal Hierarchical Attention and Pointers","created":"2023-10-18","cited_by_count":1,"area":null},{"id":"2401.14212","title":"Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations","created":"2024-01-25","cited_by_count":1,"area":null},{"id":"2402.06492","title":"Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings","created":"2024-02-09","cited_by_count":1,"area":null},{"id":"2506.22978","title":"A Systematic Study of Compositional Syntactic Transformer Language Models","created":"2025-06-28","cited_by_count":1,"area":null},{"id":"2601.19926","title":"The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models","created":"2026-01-09","cited_by_count":1,"area":null},{"id":"2602.09992","title":"A Unified Assessment of the Poverty of the Stimulus Argument for Neural Language Models","created":"2026-02-10","cited_by_count":1,"area":null},{"id":"2605.15562","title":"GiLT: Augmenting Transformer Language Models with Dependency Graphs","created":"2026-05-15","cited_by_count":1,"area":null},{"id":"2504.09886","title":"Investigating Syntactic Biases in Multilingual Transformers with RC Attachment Ambiguities in Italian and English","created":"2025-04-14","cited_by_count":0,"area":null},{"id":"2507.15343","title":"StackTrans: From Large Language Model to Large Pushdown Automata Model","created":"2025-07-21","cited_by_count":0,"area":null},{"id":"2508.20656","title":"Compositionality in Time Series: A Proof of Concept using Symbolic Dynamics and Compositional Data Augmentation","created":"2025-08-28","cited_by_count":0,"area":null},{"id":"2603.27938","title":"Top-down string-to-dependency Neural Machine Translation","created":"2026-03-30","cited_by_count":0,"area":null},{"id":"2606.08497","title":"Explaining Black-Box Language Models: Learning to Optimize Linguistically-Structured Word Subsets","created":"2026-06-07","cited_by_count":0,"area":null},{"id":"2606.16836","title":"Does Traversal Order Matter? A Systematic Study of Tree Traversal Methods in Transformer Grammars","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2608.06111","title":"Beyond Sequence Order: Syntax-Informed Positional Embeddings for Transformers","created":"2026-08-06","cited_by_count":0,"area":null},{"id":"2610.16837","title":"A Scaled-Up Empirical Study of Syntactic Language Models","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}