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Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders

3 April 2019

Papers citing "Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders"

44 / 44 papers shown

Title
Banyan: Improved Representation Learning with Explicit Structure Mattia Opper N. Siddharth 225 1 0 25 Jul 2024
Unsupervised Morphological Tree Tokenizer Qingyang Zhu Xiang Hu Pengyu Ji Wei Wu Kewei Tu 88 0 0 21 Jun 2024
Punctuation Restoration Improves Structure Understanding Without Supervision Junghyun Min Minho Lee Woochul Lee Yeonsoo Lee 161 1 0 13 Feb 2024
Arithmetics-Based Decomposition of Numeral Words -- Arithmetic Conditions give the Unpacking Strategy Isidor Konrad Maier Matthias Wolff 140 0 0 14 Dec 2023
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests Somnath Basu Roy Chowdhury Nicholas Monath Ahmad Beirami Rahul Kidambi Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 79 2 0 17 Oct 2023
ChapGTP, ILLC's Attempt at Raising a BabyLM: Improving Data Efficiency by Automatic Task Formation Jaap Jumelet Michael Hanna Marianne de Heer Kloots Anna Langedijk Charlotte Pouw Oskar van der Wal 82 3 0 17 Oct 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
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
Forming Trees with Treeformers Nilay Patel Jeffrey Flanigan AI4CE 87 3 0 14 Jul 2022
Unsupervised and Few-shot Parsing from Pretrained Language Models Zhiyuan Zeng Deyi Xiong 37 4 0 10 Jun 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
ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning B. Pung Alvin Chan 25 0 0 28 Nov 2021
Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence Letian Peng Zuchao Li Hai Zhao 37 0 0 29 Oct 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 99 47 0 20 Oct 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
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 74 23 0 02 Jul 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 54 5 0 21 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
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
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 83 7 0 10 Mar 2021
Unsupervised Learning of Discourse Structures using a Tree Autoencoder Patrick Huber Giuseppe Carenini 60 4 0 17 Dec 2020
Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle Songlin Yang Shawn Tan Alessandro Sordoni Siva Reddy Rameswar Panda 69 5 0 21 Oct 2020
Montague Grammar Induction Gene Louis Kim Aaron Steven White 33 0 0 15 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
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering Ben Bogin Sanjay Subramanian Matt Gardner Jonathan Berant ReLM OOD BDL LRM 57 28 0 01 Jul 2020
A Cross-Task Analysis of Text Span Representations Shubham Toshniwal Freda Shi Bowen Shi Lingyu Gao Karen Livescu Kevin Gimpel 88 36 0 06 Jun 2020
What is Learned in Visually Grounded Neural Syntax Acquisition Noriyuki Kojima Hadar Averbuch-Elor Alexander M. Rush Yoav Artzi 67 22 0 04 May 2020
Efficient Second-Order TreeCRF for Neural Dependency Parsing Yu Zhang Zhenghua Li Min Zhang 93 105 0 03 May 2020
Self-Supervised and Controlled Multi-Document Opinion Summarization Hady ElSahar Maximin Coavoux Matthias Gallé Jos Rozen 66 48 0 30 Apr 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
Tree Transformer: Integrating Tree Structures into Self-Attention Yau-Shian Wang Hung-yi Lee Yun-Nung Chen 90 147 0 14 Sep 2019
PaLM: A Hybrid Parser and Language Model Hao Peng Roy Schwartz Noah A. Smith AIMat 61 15 0 04 Sep 2019
Compound Probabilistic Context-Free Grammars for Grammar Induction Yoon Kim Chris Dyer Alexander M. Rush 168 153 0 24 Jun 2019
Visually Grounded Neural Syntax Acquisition Freda Shi Jiayuan Mao Kevin Gimpel Karen Livescu NAI 109 85 0 07 Jun 2019
Syntactically Supervised Transformers for Faster Neural Machine Translation Nader Akoury Kalpesh Krishna Mohit Iyyer 80 55 0 06 Jun 2019
An Imitation Learning Approach to Unsupervised Parsing Bowen Li Lili Mou Frank Keller 81 24 0 05 Jun 2019
Unsupervised Recurrent Neural Network Grammars Yoon Kim Alexander M. Rush Lei Yu A. Kuncoro Chris Dyer Gábor Melis LRM RALM SSL 136 115 0 07 Apr 2019