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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"

43 / 93 papers shown

Title
Dependency Induction Through the Lens of Visual Perception Ruisi Su Shruti Rijhwani Hao Zhu Junxian He Xinyu Wang Yonatan Bisk Graham Neubig 70 3 0 20 Sep 2021
Improved Latent Tree Induction with Distant Supervision via Span Constraints Zhiyang Xu Andrew Drozdov Jay Yoon Lee Timothy J. O'Gorman Subendhu Rongali Dylan Finkbeiner S. Suresh Mohit Iyyer Andrew McCallum 72 9 0 10 Sep 2021
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks Brian DuSell David Chiang BDL 67 15 0 05 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 168 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 254 36 0 14 Jul 2021
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling Xiang Hu Haitao Mi Zujie Wen Yafang Wang Yi Su Jing Zheng Gerard de Melo 67 23 0 02 Jul 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics Catherine Wong Kevin Ellis J. Tenenbaum Jacob Andreas 109 56 0 18 Jun 2021
The Limitations of Limited Context for Constituency Parsing Yuchen Li Andrej Risteski 61 7 0 03 Jun 2021
Neural Bi-Lexicalized PCFG Induction Aaron Courville Yanpeng Zhao Kewei Tu 73 23 0 31 May 2021
Rule Augmented Unsupervised Constituency Parsing Atul Sahay Anshul Nasery Ayush Maheshwari Ganesh Ramakrishnan Rishabh K. Iyer 49 5 0 21 May 2021
Reservoir Stack Machines Benjamin Paassen Alexander Schulz Barbara Hammer 26 1 0 04 May 2021
Learning Syntax from Naturally-Occurring Bracketings Tianze Shi Ozan Irsoy Igor Malioutov Lillian Lee 74 6 0 28 Apr 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols Aaron Courville Yanpeng Zhao Kewei Tu 67 25 0 28 Apr 2021
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales Jacob Andreas Gašper Beguš M. Bronstein R. Diamant Denley Delaney ... D. Tchernov P. Tønnesen Antonio Torralba Daniel M. Vogt Robert J. Wood 60 10 0 17 Apr 2021
Unsupervised Learning of Explainable Parse Trees for Improved Generalisation Atul Sahay Ayush Maheshwari Ritesh Kumar Ganesh Ramakrishnan M. Hanawal K. Arya LRM 69 1 0 11 Apr 2021
Video-aided Unsupervised Grammar Induction Songyang Zhang Linfeng Song Lifeng Jin Kun Xu Dong Yu Jiebo Luo 63 27 0 09 Apr 2021
VLGrammar: Grounded Grammar Induction of Vision and Language Yining Hong Qing Li Song-Chun Zhu Siyuan Huang VLM 89 25 0 24 Mar 2021
An Empirical Study of Compound PCFGs Yanpeng Zhao Ivan Titov 36 9 0 03 Mar 2021
Nested Named Entity Recognition with Partially-Observed TreeCRFs Yao Fu Chuanqi Tan Mosha Chen Songfang Huang Fei Huang 156 52 0 15 Dec 2020
Recursive Tree Grammar Autoencoders Benjamin Paassen I. Koprinska K. Yacef 54 8 0 03 Dec 2020
StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling Songlin Yang Yi Tay Che Zheng Dara Bahri Donald Metzler Aaron Courville 92 41 0 01 Dec 2020
Scaling Hidden Markov Language Models Justin T. Chiu Alexander M. Rush BDL 125 25 0 09 Nov 2020
Semi-supervised Autoencoding Projective Dependency Parsing Xiao Zhang Dan Goldwasser 39 0 0 02 Nov 2020
Second-Order Unsupervised Neural Dependency Parsing Aaron Courville Yong Jiang Wenjuan Han Kewei Tu 57 18 0 28 Oct 2020
Deep Clustering of Text Representations for Supervision-free Probing of Syntax Vikram Gupta Haoyue Shi Kevin Gimpel Mrinmaya Sachan 91 9 0 24 Oct 2020
Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads Bowen Li Taeuk Kim Reinald Kim Amplayo Frank Keller SSL 101 17 0 19 Oct 2020
Recursive Top-Down Production for Sentence Generation with Latent Trees Shawn Tan Songlin Yang Timothy J. O'Donnell Alessandro Sordoni Aaron Courville 47 4 0 09 Oct 2020
Learning Binary Decision Trees by Argmin Differentiation Valentina Zantedeschi Matt J. Kusner Vlad Niculae 64 13 0 09 Oct 2020
Unsupervised Parsing via Constituency Tests Steven Cao Nikita Kitaev Dan Klein 52 25 0 07 Oct 2020
On the Role of Supervision in Unsupervised Constituency Parsing Freda Shi Karen Livescu Kevin Gimpel SSL 72 22 0 06 Oct 2020
Visually Grounded Compound PCFGs Yanpeng Zhao Ivan Titov 80 45 0 25 Sep 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks Hao Fei Yafeng Ren Donghong Ji 46 45 0 16 Sep 2020
Discrete Word Embedding for Logical Natural Language Understanding Masataro Asai Zilu Tang 53 3 0 26 Aug 2020
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation Jeevan Devaranjan Amlan Kar Sanja Fidler 76 89 0 20 Aug 2020
The Return of Lexical Dependencies: Neural Lexicalized PCFGs Hao Zhu Yonatan Bisk Graham Neubig 87 30 0 29 Jul 2020
The Importance of Category Labels in Grammar Induction with Child-directed Utterances Lifeng Jin William Schuler 33 3 0 20 Jun 2020
Self-Training for Unsupervised Parsing with PRPN Anhad Mohananey Katharina Kann Samuel R. Bowman MILM SSL 29 5 0 27 May 2020
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach Wenyu Du Zhouhan Lin Songlin Yang Timothy J. O'Donnell Yoshua Bengio Yue Zhang 65 13 0 12 May 2020
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim Bowen Li Sang-goo Lee 96 6 0 08 Apr 2020
Compositional Neural Machine Translation by Removing the Lexicon from Syntax Tristan Thrush 38 4 0 06 Feb 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 70 90 0 30 Jan 2020
Inducing Constituency Trees through Neural Machine Translation Phu Mon Htut Kyunghyun Cho Samuel R. Bowman AI4CE 15 4 0 22 Sep 2019
Tree Transformer: Integrating Tree Structures into Self-Attention Yau-Shian Wang Hung-yi Lee Yun-Nung Chen 83 147 0 14 Sep 2019