Transition-Based Dependency Parsing

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Most implemented papers archive 2025-07-28

12 shown of 12 papers with code (66 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Transition-Based Dependency Parsing with Stack Long Short-Term Memory
  29 May 2015 7 repositories listed Syntology ran 1 of 14 samples · 13 unverified
  We propose a technique for learning representations of parser states in transition-based dependency parsers.
• Algorithms for Weighted Pushdown Automata
  13 Oct 2022 1 repository listed Syntology ran 2 of 4 samples · 2 unverified · 4 pointer-only (licence)
  Weighted pushdown automata (WPDAs) are at the core of many natural language processing tasks, like syntax-based statistical machine translation and transition-based dependency parsing.
• Graph-to-Graph Transformer for Transition-based Dependency Parsing
  8 Nov 2019 1 repository listed
  We propose the Graph2Graph Transformer architecture for conditioning on and predicting arbitrary graphs, and apply it to the challenging task of transition-based dependency parsing.
• Bidirectional Transition-Based Dependency Parsing
  17 Jul 2019 1 repository listed
  Traditionally, a transitionbased dependency parser processes an input sentence and predicts a sequence of parsing actions in a left-to-right manner.
• Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing
  1 Oct 2018 1 repository listed
  This paper describes the system of team LeisureX in the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.
• Tree-Stack LSTM in Transition Based Dependency Parsing
  1 Oct 2018 1 repository listed
  We introduce tree-stack LSTM to model state of a transition based parser with recurrent neural networks.
• Distilling Knowledge for Search-based Structured Prediction
  29 May 2018 1 repository listed
  Many natural language processing tasks can be modeled into structured prediction and solved as a search problem.
• Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set
  30 Aug 2017 1 repository listed
  We first present a minimal feature set for transition-based dependency parsing, continuing a recent trend started by Kiperwasser and Goldberg (2016a) and Cross and Huang (2016a) of using bi-directional LSTM features.
• A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
  16 May 2017 1 repository listed
  We present a novel neural network model that learns POS tagging and graph-based dependency parsing jointly.
• Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network
  1 Aug 2016 1 repository listed
• Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States
  1 Jan 2016 1 repository listed
  Transition-based approaches based on local classification are attractive for dependency parsing due to their simplicity and speed, despite producing results slightly below the state-of-the-art.
• Template Kernels for Dependency Parsing
  1 May 2015 1 repository listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.