{"total":60,"rows":[{"id":"2304.06248","title":"LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model","created":"2023-04-13","cited_by_count":43,"area":null},{"id":"2103.12975","title":"VLGrammar: Grounded Grammar Induction of Vision and Language","created":"2021-03-24","cited_by_count":22,"area":null},{"id":"2104.13727","title":"PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols","created":"2021-04-28","cited_by_count":22,"area":null},{"id":"2107.00967","title":"R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling","created":"2021-07-02","cited_by_count":19,"area":null},{"id":"2110.10470","title":"Interpreting Deep Learning Models in Natural Language Processing: A Review","created":"2021-10-20","cited_by_count":19,"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":"2105.15021","title":"Neural Bi-Lexicalized PCFG Induction","created":"2021-05-31","cited_by_count":18,"area":null},{"id":"2104.04369","title":"Video-aided Unsupervised Grammar Induction","created":"2021-04-09","cited_by_count":17,"area":null},{"id":"2106.06038","title":"Modeling Hierarchical Structures with Continuous Recursive Neural Networks","created":"2021-06-10","cited_by_count":15,"area":null},{"id":"2203.00281","title":"Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation","created":"2022-03-01","cited_by_count":15,"area":null},{"id":"2202.08806","title":"Grammar-Based Grounded Lexicon Learning","created":"2022-02-17","cited_by_count":11,"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":"2203.14260","title":"Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs with Language Structures via Dependency Relationships","created":"2022-03-27","cited_by_count":9,"area":null},{"id":"2306.00645","title":"Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers","created":"2023-06-01","cited_by_count":7,"area":null},{"id":"2109.05112","title":"Improved Latent Tree Induction with Distant Supervision via Span Constraints","created":"2021-09-10","cited_by_count":6,"area":null},{"id":"2305.19999","title":"Beam Tree Recursive Cells","created":"2023-05-31","cited_by_count":6,"area":null},{"id":"2310.01717","title":"Ensemble Distillation for Unsupervised Constituency Parsing","created":"2023-10-03","cited_by_count":6,"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":"2311.04449","title":"Recursion in Recursion: Two-Level Nested Recursion for Length Generalization with Scalability","created":"2023-11-08","cited_by_count":5,"area":null},{"id":"2104.13933","title":"Learning Syntax from Naturally-Occurring Bracketings","created":"2021-04-28","cited_by_count":4,"area":null},{"id":"2105.10193","title":"Rule Augmented Unsupervised Constituency Parsing","created":"2021-05-21","cited_by_count":4,"area":null},{"id":"2303.02860","title":"A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification","created":"2023-03-06","cited_by_count":4,"area":null},{"id":"2307.10779","title":"Efficient Beam Tree Recursion","created":"2023-07-20","cited_by_count":4,"area":null},{"id":"2402.14393","title":"Graph Parsing Networks","created":"2024-02-22","cited_by_count":4,"area":null},{"id":"2103.05908","title":"DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction","created":"2021-03-10","cited_by_count":3,"area":null},{"id":"2207.06960","title":"Forming Trees with Treeformers","created":"2022-07-14","cited_by_count":3,"area":null},{"id":"2210.12309","title":"Learning a Grammar Inducer from Massive Uncurated Instructional Videos","created":"2022-10-22","cited_by_count":3,"area":null},{"id":"2307.02982","title":"Efficient Semiring-Weighted Earley Parsing","created":"2023-07-06","cited_by_count":3,"area":null},{"id":"2309.13072","title":"Weakly Supervised Reasoning by Neuro-Symbolic Approaches","created":"2023-09-19","cited_by_count":3,"area":null},{"id":"2310.11282","title":"ChapGTP, ILLC's Attempt at Raising a BabyLM: Improving Data Efficiency by Automatic Task Formation","created":"2023-10-17","cited_by_count":3,"area":null},{"id":"2310.11401","title":"Enhancing Group Fairness in Online Settings Using Oblique Decision Forests","created":"2023-10-17","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":"2404.01860","title":"Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less","created":"2024-04-02","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":"2201.00490","title":"Learning with Latent Structures in Natural Language Processing: A Survey","created":"2022-01-03","cited_by_count":2,"area":null},{"id":"2212.10564","title":"Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction","created":"2022-12-20","cited_by_count":2,"area":null},{"id":"2303.08809","title":"Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken Sentences","created":"2023-03-15","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":"2309.04919","title":"The Emergence of Chunking Structures with Hierarchical RNN","created":"2023-09-10","cited_by_count":2,"area":null},{"id":"2310.07654","title":"Audio-Visual Neural Syntax Acquisition","created":"2023-10-11","cited_by_count":2,"area":null},{"id":"2406.11977","title":"Reframing linguistic bootstrapping as joint inference using visually-grounded grammar induction models","created":"2024-06-17","cited_by_count":2,"area":"synth"},{"id":"2104.04998","title":"Unsupervised Learning of Explainable Parse Trees for Improved Generalisation","created":"2021-04-11","cited_by_count":1,"area":null},{"id":"2104.07217","title":"Neural Sequence Segmentation as Determining the Leftmost Segments","created":"2021-04-15","cited_by_count":1,"area":null},{"id":"2111.14034","title":"ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning","created":"2021-11-28","cited_by_count":1,"area":null},{"id":"2305.10611","title":"ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time","created":"2023-05-17","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":"2407.16181","title":"Structural Optimization Ambiguity and Simplicity Bias in Unsupervised Neural Grammar Induction","created":"2024-07-23","cited_by_count":1,"area":null},{"id":"2110.15931","title":"Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence","created":"2021-10-29","cited_by_count":0,"area":null},{"id":"2111.14031","title":"FastTrees: Parallel Latent Tree-Induction for Faster Sequence Encoding","created":"2021-11-28","cited_by_count":0,"area":null},{"id":"2206.04806","title":"Syntactic Inductive Biases for Deep Learning Methods","created":"2022-06-08","cited_by_count":0,"area":null},{"id":"2206.04980","title":"Unsupervised and Few-shot Parsing from Pretrained Language Models","created":"2022-06-10","cited_by_count":0,"area":null},{"id":"2312.10097","title":"Arithmetics-Based Decomposition of Numeral Words -- Arithmetic Conditions give the Unpacking Strategy","created":"2023-12-14","cited_by_count":0,"area":null},{"id":"2312.10185","title":"Student as an Inherent Denoiser of Noisy Teacher","created":"2023-12-15","cited_by_count":0,"area":"distill"},{"id":"2406.15245","title":"Unsupervised Morphological Tree Tokenizer","created":"2024-06-21","cited_by_count":0,"area":null},{"id":"2410.03739","title":"Grammar Induction from Visual, Speech and Text","created":"2024-10-01","cited_by_count":0,"area":null},{"id":"2410.04074","title":"On Eliciting Syntax from Language Models via Hashing","created":"2024-10-05","cited_by_count":0,"area":null},{"id":"2411.10533","title":"On the Compatibility of Generative AI and Generative Linguistics","created":"2024-11-15","cited_by_count":0,"area":null},{"id":"2508.07969","title":"Understanding Syntactic Generalization in Structure-inducing Language Models","created":"2025-08-11","cited_by_count":0,"area":null},{"id":"2509.20734","title":"Probability Distribution Collapse: A Critical Bottleneck to Compact Unsupervised Neural Grammar Induction","created":"2025-09-25","cited_by_count":0,"area":null},{"id":"2607.08063","title":"Holographic Neural PCFG for Unsupervised Parsing","created":"2026-07-09","cited_by_count":0,"area":null}],"next_cursor":null}