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Compound Probabilistic Context-Free Grammars for Grammar Induction

24 June 2019

Papers citing "Compound Probabilistic Context-Free Grammars for Grammar Induction"

50 / 93 papers shown

Title
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos Henry Conklin Mattia Opper P. Smolensky Jianfeng Gao Roland Fernandez 140 5 0 18 Dec 2024
Tree Transformers are an Ineffective Model of Syntactic Constituency Michael Ginn 108 0 0 25 Nov 2024
Analyzing The Language of Visual Tokens David M. Chan Rodolfo Corona J. S. Park Cheol Jun Cho Yutong Bai Trevor Darrell 45 4 0 07 Nov 2024
On Eliciting Syntax from Language Models via Hashing Yiran Wang Masao Utiyama 77 0 0 05 Oct 2024
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information Junjie Chen Xiangheng He Yusuke Miyao Danushka Bollegala 119 0 0 03 Oct 2024
Reframing linguistic bootstrapping as joint inference using visually-grounded grammar induction models Eva Portelance Siva Reddy Timothy J. O'Donnell 73 3 0 17 Jun 2024
Finding structure in logographic writing with library learning Guangyuan Jiang Matthias Hofer Jiayuan Mao L. Wong Joshua B. Tenenbaum Roger Levy 38 4 0 11 May 2024
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale Xiang Hu Pengyu Ji Qingyang Zhu Wei Wu Kewei Tu LRM 77 5 0 13 Mar 2024
Graph Parsing Networks Yunchong Song Siyuan Huang Xinbing Wang Cheng Zhou Zhouhan Lin GNN 88 3 0 22 Feb 2024
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing Freda Shi Kevin Gimpel Karen Livescu 62 1 0 21 Feb 2024
Dynamic Syntax Mapping: A New Approach to Unsupervised Syntax Parsing Buvarp Gohsh Woods Ali Michael Anders 88 0 0 18 Dec 2023
Arithmetics-Based Decomposition of Numeral Words -- Arithmetic Conditions give the Unpacking Strategy Isidor Konrad Maier Matthias Wolff 123 0 0 14 Dec 2023
Activity Grammars for Temporal Action Segmentation Dayoung Gong Joonseok Lee Deunsol Jung Suha Kwak Minsu Cho 104 8 0 07 Dec 2023
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions Wei Liu Aaron Courville Yoon Kim Kewei Tu 113 2 0 23 Oct 2023
On the Transferability of Visually Grounded PCFGs Yanpeng Zhao Ivan Titov 59 1 0 21 Oct 2023
Audio-Visual Neural Syntax Acquisition Cheng-I Jeff Lai Freda Shi Puyuan Peng Yoon Kim Kevin Gimpel ... David D. Cox David Harwath Yang Zhang Karen Livescu James R. Glass CLIP NAI 71 1 0 11 Oct 2023
Ensemble Distillation for Unsupervised Constituency Parsing Behzad Shayegh Yanshuai Cao Xiaodan Zhu Jackie C.K. Cheung Lili Mou 146 5 0 03 Oct 2023
Augmenting Transformers with Recursively Composed Multi-grained Representations Xiang Hu Qingyang Zhu Kewei Tu Wei Wu 77 4 0 28 Sep 2023
Unsupervised Chunking with Hierarchical RNN Zijun Wu Anup Anand Deshmukh Yongkang Wu Jimmy Lin Lili Mou 101 3 0 10 Sep 2023
SynJax: Structured Probability Distributions for JAX Miloš Stanojević Laurent Sartran SyDa 76 4 0 07 Aug 2023
Uncertainty in Natural Language Generation: From Theory to Applications Joris Baan Nico Daheim Evgenia Ilia Dennis Ulmer Haau-Sing Li Raquel Fernández Barbara Plank Rico Sennrich Chrysoula Zerva Wilker Aziz UQLM 158 45 0 28 Jul 2023
Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers Jiaxi Li Wei Lu 58 6 0 01 Jun 2023
Grammar Prompting for Domain-Specific Language Generation with Large Language Models Bailin Wang Zi Wang Xuezhi Wang Yuan Cao Rif A. Saurous Yoon Kim ReLM LRM 119 60 0 30 May 2023
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings William Brannon Wonjune Kang S. Fulay Hang Jiang Brandon Roy Dwaipayan Roy Jad Kabbara SSL 83 23 0 23 May 2023
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure Mattia Opper Victor Prokhorov N. Siddharth BDL 68 2 0 09 May 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang Hao Fei Tat-Seng Chua 95 82 0 13 Apr 2023
A Theory of Emergent In-Context Learning as Implicit Structure Induction Michael Hahn Navin Goyal LRM 79 87 0 14 Mar 2023
HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention Shijie Geng Jianbo Yuan Yu Tian Yuxiao Chen Yongfeng Zhang CLIP VLM 72 46 0 06 Mar 2023
Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free Grammars Colin D. Sullivan Mo Tiwari Sebastian Thrun Chris Piech TPM 75 0 0 15 Feb 2023
GFlowNet-EM for learning compositional latent variable models J. E. Hu Nikolay Malkin Moksh Jain Katie Everett Alexandros Graikos Yoshua Bengio CoGe 103 41 0 13 Feb 2023
Structured Generative Models for Scene Understanding Christopher K. I. Williams OCL 3DV 82 3 0 07 Feb 2023
Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction Boyi Li Rodolfo Corona K. Mangalam Catherine Chen Daniel Flaherty Serge Belongie Kilian Q. Weinberger Jitendra Malik Trevor Darrell Dan Klein 86 1 0 20 Dec 2022
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars Aaron Courville R. Levy Yoon Kim 67 5 0 18 Dec 2022
Syntactic Substitutability as Unsupervised Dependency Syntax Jasper Jian Siva Reddy 86 4 0 29 Nov 2022
Hierarchical Phrase-based Sequence-to-Sequence Learning Bailin Wang Ivan Titov Jacob Andreas Yoon Kim 68 7 0 15 Nov 2022
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models Hong Liu Sang Michael Xie Zhiyuan Li Tengyu Ma AI4CE 135 55 0 25 Oct 2022
Learning a Grammar Inducer from Massive Uncurated Instructional Videos Songyang Zhang Linfeng Song Lifeng Jin Haitao Mi Kun Xu Dong Yu Jiebo Luo 107 5 0 22 Oct 2022
Finding Dataset Shortcuts with Grammar Induction Dan Friedman Alexander Wettig Danqi Chen 110 16 0 20 Oct 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim 136 1 0 15 Sep 2022
Unsupervised and Few-shot Parsing from Pretrained Language Models Zhiyuan Zeng Deyi Xiong 37 4 0 10 Jun 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 71 13 0 09 May 2022
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs Aaron Courville Wei Liu Kewei Tu 110 9 0 01 May 2022
How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language Shiyue Zhang B. Frey Joey Tianyi Zhou 65 40 0 25 Apr 2022
Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs with Language Structures via Dependency Relationships Chao Lou Wenjuan Han Yuh-Chen Lin Zilong Zheng CoGe 84 10 0 27 Mar 2022
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation Xiang Hu Haitao Mi Liang Li Gerard de Melo 92 14 0 01 Mar 2022
Grammar-Based Grounded Lexicon Learning Jiayuan Mao Haoyue Shi Jiajun Wu R. Levy J. Tenenbaum NAI 95 15 0 17 Feb 2022
Low-Rank Constraints for Fast Inference in Structured Models Justin T. Chiu Yuntian Deng Alexander M. Rush BDL 80 14 0 08 Jan 2022
Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks Robert Lieck M. Rohrmeier BDL 60 5 0 02 Nov 2021
Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence Letian Peng Zuchao Li Hai Zhao 37 0 0 29 Oct 2021
Co-training an Unsupervised Constituency Parser with Weak Supervision Nickil Maveli Shay B. Cohen SSL 92 3 0 05 Oct 2021