Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs

4 August 2015

Papers citing "Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs"

45 / 45 papers shown

Title
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models Julie Kallini Shikhar Murty Christopher D. Manning Christopher Potts Róbert Csordás 40 2 0 28 Oct 2024
SWE2: SubWord Enriched and Significant Word Emphasized Framework for Hate Speech Detection Guanyi Mou Pengyi Ye Kyumin Lee 39 17 0 25 Sep 2024
Another Dead End for Morphological Tags? Perturbed Inputs and Parsing Alberto Muñoz-Ortiz David Vilares 38 1 0 24 May 2023
Parsing linearizations appreciate PoS tags - but some are fussy about errors Alberto Muñoz-Ortiz Mark Anderson David Vilares Carlos Gómez-Rodríguez 35 2 0 27 Oct 2022
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis Hang Jiang Yining Hua Doug Beeferman Dwaipayan Roy 35 23 0 18 Jan 2022
What Taggers Fail to Learn, Parsers Need the Most Mark Anderson Carlos Gómez-Rodríguez 19 2 0 02 Apr 2021
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning Mihaela Găman Sebastian Cojocariu Radu Tudor Ionescu 22 4 0 18 Feb 2021
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 22 138 0 18 Feb 2020
An Efficient Architecture for Predicting the Case of Characters using Sequence Models Gopi Ramena D. Nagaraju Sukumar Moharana D. Mohanty Naresh Purre 17 7 0 30 Jan 2020
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing -- A Tale of Two Parsers Revisited Artur Kulmizev Miryam de Lhoneux Johannes Gontrum Elena Fano Joakim Nivre 38 56 0 20 Aug 2019
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies Shuhei Kurita Anders Søgaard 18 30 0 04 Jun 2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning Tahira Naseem Abhishek Shah Hui Wan Radu Florian Salim Roukos Miguel Ballesteros 25 59 0 31 May 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally Dan Kondratyuk Milan Straka 30 263 0 03 Apr 2019
An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Amr Adel Helmy Yasser M. K. Omar R. Hodhod 9 8 0 11 Mar 2019
Recursive Subtree Composition in LSTM-Based Dependency Parsing Miryam de Lhoneux Miguel Ballesteros Joakim Nivre 14 13 0 26 Feb 2019
End-to-end neural relation extraction using deep biaffine attention Dat Quoc Nguyen Karin Verspoor 30 78 0 29 Dec 2018
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Mozhi Zhang Yoshinari Fujinuma Jordan L. Boyd-Graber 16 21 0 22 Dec 2018
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 46 37 0 21 Jul 2018
An improved neural network model for joint POS tagging and dependency parsing Dat Quoc Nguyen Karin Verspoor 30 63 0 11 Jul 2018
Improving Character-level Japanese-Chinese Neural Machine Translation with Radicals as an Additional Input Feature Jinyi Zhang Tadahiro Matsumoto 14 13 0 08 May 2018
Stack-Pointer Networks for Dependency Parsing Xuezhe Ma Zecong Hu J. Liu Nanyun Peng Graham Neubig Eduard H. Hovy GNN 43 166 0 03 May 2018
Parsing Tweets into Universal Dependencies Yijia Liu Yi Zhu Wanxiang Che Bing Qin Nathan Schneider Noah A. Smith 16 74 0 23 Apr 2018
What's Going On in Neural Constituency Parsers? An Analysis David Gaddy Mitchell Stern Dan Klein NAI 14 74 0 20 Apr 2018
Multimodal Emoji Prediction Francesco Barbieri Miguel Ballesteros Francesco Ronzano Horacio Saggion 19 53 0 06 Mar 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 30 574 0 29 Dec 2017
AMR Parsing using Stack-LSTMs Miguel Ballesteros Yaser Al-Onaizan 26 64 0 24 Jul 2017
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 40 141 0 06 Jul 2017
Universal Dependencies Parsing for Colloquial Singaporean English Hongmin Wang Yue Zhang GuangYong Leonard Chan Jie Yang Hai Leong Chieu 19 28 0 18 May 2017
Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks Liner Yang Meishan Zhang Yang Liu Nan Yu Maosong Sun Guohong Fu 29 26 0 25 Apr 2017
Improving a Strong Neural Parser with Conjunction-Specific Features Jessica Ficler Yoav Goldberg 18 7 0 22 Feb 2017
Joint Semantic Synthesis and Morphological Analysis of the Derived Word Ryan Cotterell Hinrich Schütze 29 35 0 04 Jan 2017
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles James Cross Liang Huang 33 121 0 20 Dec 2016
Shift-Reduce Constituent Parsing with Neural Lookahead Features Jiangming Liu Yue Zhang AI4TS 27 46 0 02 Dec 2016
Attending to Characters in Neural Sequence Labeling Models Marek Rei Gamal K. O. Crichton S. Pyysalo 43 187 0 14 Nov 2016
Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser A. Kuncoro Miguel Ballesteros Lingpeng Kong Chris Dyer Noah A. Smith MoE 25 77 0 24 Sep 2016
Hierarchical Character-Word Models for Language Identification Aaron Jaech George Mulcaire Shobhit Hathi Mari Ostendorf Noah A. Smith 30 43 0 10 Aug 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 35 25 0 21 Jun 2016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 24 407 0 19 Apr 2016
Stack-propagation: Improved Representation Learning for Syntax Yuan Zhang David J. Weiss 37 87 0 21 Mar 2016
Globally Normalized Transition-Based Neural Networks D. Andor Chris Alberti David J. Weiss Aliaksei Severyn Alessandro Presta Kuzman Ganchev Slav Petrov Michael Collins 22 568 0 19 Mar 2016
Character-based Neural Machine Translation Marta R. Costa-jussá José A. R. Fonollosa AIMat 24 335 0 02 Mar 2016
Multilingual Language Processing From Bytes D. Gillick Clifford Brunk Oriol Vinyals A. Subramanya 30 223 0 01 Dec 2015
Character-based Neural Machine Translation Wang Ling Isabel Trancoso Chris Dyer A. Black 16 72 0 14 Nov 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,129 0 02 Oct 2015