Compound Probabilistic Context-Free Grammars for Grammar Induction

24 June 2019

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

34 / 34 papers shown

Title
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information Junjie Chen Xiangheng He Yusuke Miyao Danushka Bollegala 48 0 0 03 Oct 2024
Arithmetics-Based Decomposition of Numeral Words -- Arithmetic Conditions give the Unpacking Strategy Isidor Konrad Maier Matthias Wolff 16 0 0 14 Dec 2023
Activity Grammars for Temporal Action Segmentation Dayoung Gong Joonseok Lee Deunsol Jung Suha Kwak Minsu Cho 55 8 0 07 Dec 2023
Augmenting Transformers with Recursively Composed Multi-grained Representations Xiang Hu Qingyang Zhu Kewei Tu Wei Wu 45 3 0 28 Sep 2023
Unsupervised Chunking with Hierarchical RNN Zijun Wu Anup Anand Deshmukh Yongkang Wu Jimmy Lin Lili Mou 41 3 0 10 Sep 2023
SynJax: Structured Probability Distributions for JAX Miloš Stanojević Laurent Sartran SyDa 24 4 0 07 Aug 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 31 78 0 13 Apr 2023
Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free Grammars Colin D. Sullivan Mo Tiwari Sebastian Thrun Chris Piech TPM 34 0 0 15 Feb 2023
Structured Generative Models for Scene Understanding Christopher K. I. Williams OCL 3DV 24 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 21 1 0 20 Dec 2022
Syntactic Substitutability as Unsupervised Dependency Syntax Jasper Jian Siva Reddy 27 3 0 29 Nov 2022
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models Hong Liu Sang Michael Xie Zhiyuan Li Tengyu Ma AI4CE 45 50 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 43 5 0 22 Oct 2022
Finding Dataset Shortcuts with Grammar Induction Dan Friedman Alexander Wettig Danqi Chen 32 15 0 20 Oct 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim 48 1 0 15 Sep 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 38 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 26 8 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 26 36 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 23 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 34 13 0 01 Mar 2022
Low-Rank Constraints for Fast Inference in Structured Models Justin T. Chiu Yuntian Deng Alexander M. Rush BDL 40 13 0 08 Jan 2022
Co-training an Unsupervised Constituency Parser with Weak Supervision Nickil Maveli Shay B. Cohen SSL 54 3 0 05 Oct 2021
Dependency Induction Through the Lens of Visual Perception Ruisi Su Shruti Rijhwani Hao Zhu Junxian He Xinyu Wang Yonatan Bisk Graham Neubig 46 2 0 20 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 33 40 0 02 Sep 2021
Learning Algebraic Recombination for Compositional Generalization Chenyao Liu Shengnan An Zeqi Lin Qian Liu Bei Chen Jian-Guang Lou Lijie Wen Nanning Zheng Dongmei Zhang CoGe 204 36 0 14 Jul 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics Catherine Wong Kevin Ellis J. Tenenbaum Jacob Andreas 27 55 0 18 Jun 2021
The Limitations of Limited Context for Constituency Parsing Yuchen Li Andrej Risteski 26 5 0 03 Jun 2021
Learning Syntax from Naturally-Occurring Bracketings Tianze Shi Ozan Irsoy Igor Malioutov Lillian Lee 35 5 0 28 Apr 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols Aaron Courville Yanpeng Zhao Kewei Tu 23 22 0 28 Apr 2021
VLGrammar: Grounded Grammar Induction of Vision and Language Yining Hong Qing Li Song-Chun Zhu Siyuan Huang VLM 33 25 0 24 Mar 2021
Nested Named Entity Recognition with Partially-Observed TreeCRFs Yao Fu Chuanqi Tan Mosha Chen Songfang Huang Fei Huang 86 51 0 15 Dec 2020
Visually Grounded Compound PCFGs Yanpeng Zhao Ivan Titov 35 43 0 25 Sep 2020
The Return of Lexical Dependencies: Neural Lexicalized PCFGs Hao Zhu Yonatan Bisk Graham Neubig 24 30 0 29 Jul 2020
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction Taeuk Kim Jihun Choi Daniel Edmiston Sang-goo Lee 22 90 0 30 Jan 2020