Top-down Tree Long Short-Term Memory Networks

31 October 2015

Papers citing "Top-down Tree Long Short-Term Memory Networks"

45 / 45 papers shown

Title
Recursive Function Definitions in Static Dataflow Graphs and their Implementation in TensorFlow Kelly Kostopoulou A. Charalambidis P. Rondogiannis GNN PINN 17 0 0 26 Oct 2024
Revisiting the Phenomenon of Syntactic Complexity Convergence on German Dialogue Data Yu Wang Hendrik Buschmeier 20 0 0 22 Aug 2024
Algorithm Research of ELMo Word Embedding and Deep Learning Multimodal Transformer in Image Description X. Cheng Taiyuan Mei Yun Zi Qi Wang Zijun Gao Haowei Yang VLM 39 10 0 26 Jul 2024
Trajectory Data Mining and Trip Travel Time Prediction on Specific Roads Muhammad Awais Amin Jawad Chughtai Waqar Ahmad W. Bangyal Irfan Ul Haq AI4TS 28 1 0 09 Jul 2024
Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models Mayank Agarwal Yikang Shen Bailin Wang Yoon Kim Jie Chen 45 5 0 19 Jan 2024
Breaking BERT: Evaluating and Optimizing Sparsified Attention Siddhartha Brahma Polina Zablotskaia David M. Mimno 27 1 0 07 Oct 2022
Trees in transformers: a theoretical analysis of the Transformer's ability to represent trees Qi He João Sedoc J. Rodu 11 1 0 16 Dec 2021
Directed Acyclic Graph Neural Networks Veronika Thost Jie Chen GNN AI4CE 17 104 0 20 Jan 2021
Learning Better Sentence Representation with Syntax Information Chen Yang 25 1 0 09 Jan 2021
Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories Jakob Prange Nathan Schneider Vivek Srikumar 12 23 0 02 Dec 2020
Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration H. Dai Rishabh Singh Bo Dai Charles Sutton Dale Schuurmans 27 26 0 10 Nov 2020
Recursive Top-Down Production for Sentence Generation with Latent Trees Shawn Tan Yikang Shen Timothy J. O'Donnell Alessandro Sordoni Aaron Courville 6 4 0 09 Oct 2020
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP Hao Fei Yafeng Ren Donghong Ji 22 24 0 16 Sep 2020
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification Hongyuan Mei Guanghui Qin Minjie Xu Jason Eisner NAI AI4TS 9 20 0 30 Jun 2020
A Survey of Syntactic-Semantic Parsing Based on Constituent and Dependency Structures Meishan Zhang SSeg 17 34 0 19 Jun 2020
Blank Language Models T. Shen Victor Quach Regina Barzilay Tommi Jaakkola 203 73 0 08 Feb 2020
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks Minh Nguyen G. Ngo Nancy F. Chen 19 19 0 20 Dec 2019
On Architectures for Including Visual Information in Neural Language Models for Image Description Marc Tanti Albert Gatt K. Camilleri VLM 27 2 0 09 Nov 2019
D2D-LSTM based Prediction of the D2D Diffusion Path in Mobile Social Networks Hao Xu DiffM 7 0 0 28 Sep 2019
Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data Jacob A. Harer Christopher P. Reale Peter Chin 19 44 0 01 Aug 2019
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text Michael Hahn Marco Baroni LMTD 22 15 0 17 Jun 2019
Learning by stochastic serializations Pablo Strasser S. Armand Stéphane Marchand-Maillet Alexandros Kalousis 19 0 0 27 May 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li Guohong Fu Min Zhang 21 55 0 08 May 2019
Non-Monotonic Sequential Text Generation Sean Welleck Kianté Brantley Hal Daumé Kyunghyun Cho 44 129 0 05 Feb 2019
Insertion-based Decoding with automatically Inferred Generation Order Jiatao Gu Qi Liu Kyunghyun Cho 13 108 0 04 Feb 2019
A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images Dongqing Zhang Ilknur Icke B. Dogdas S. Parimal S. Sampath J. Forbes Ansuman Bagchi Chih-Liang Chin Antong Chen MedIm 11 23 0 14 Nov 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikang Shen Shawn Tan Alessandro Sordoni Aaron Courville 32 322 0 22 Oct 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 23 18 0 04 Sep 2018
Automated proof synthesis for propositional logic with deep neural networks Taro Sekiyama Kohei Suenaga NAI 6 10 0 30 May 2018
Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation Huaishao Luo Tianrui Li Bing-Quan Liu Bin Wang H. Unger 24 78 0 21 May 2018
Syntax-Directed Variational Autoencoder for Structured Data H. Dai Yingtao Tian Bo Dai Steven Skiena Le Song 33 324 0 24 Feb 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu D. Song 18 273 0 11 Feb 2018
Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data D. Bacciu BDL 26 7 0 21 Nov 2017
Neural Language Modeling by Jointly Learning Syntax and Lexicon Yikang Shen Zhouhan Lin Chin-Wei Huang Aaron Courville 38 179 0 02 Nov 2017
A Simple LSTM model for Transition-based Dependency Parsing Mohab Elkaref Bernd Bohnet 11 9 0 29 Aug 2017
Multiscale sequence modeling with a learned dictionary B. V. Merrienboer Amartya Sanyal Hugo Larochelle Yoshua Bengio 26 10 0 03 Jul 2017
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network Wufeng Xue I. B. Nachum Sachin Pandey J. Warrington Stephanie Leung Shuo Li 6 51 0 26 May 2017
Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks Wenjian Hu Krishna Kumar Singh Fanyi Xiao Jinyoung Han Chen-Nee Chuah Yong Jae Lee GNN DiffM 14 1 0 25 May 2017
Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation Ganbin Zhou Ping Luo Rongyu Cao Yijun Xiao Fen Lin Bo Chen Qing He 18 4 0 30 Apr 2017
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation Ngan Le Kha Gia Quach Khoa Luu Marios Savvides Chenchen Zhu 19 71 0 12 Apr 2017
Conversation Modeling on Reddit using a Graph-Structured LSTM Vicky Zayats Mari Ostendorf 33 4 0 07 Apr 2017
Neural Sketch Learning for Conditional Program Generation V. Murali Letao Qi Swarat Chaudhuri C. Jermaine NAI 11 38 0 16 Mar 2017
Dependency Parsing as Head Selection Xingxing Zhang Jianpeng Cheng Mirella Lapata 14 95 0 03 Jun 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 22 313 0 19 Mar 2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs E. Kiperwasser Yoav Goldberg 18 65 0 01 Mar 2016