ConstituencyTrees
Related Papers
Translation with Source Constituency and Dependency Trees
We present a novel translation model, which simultaneously exploits the constituency and dependency trees on the source side, to com- bine the advantages of two types of trees. We take …...
Discriminative Neural Sentence Modeling by Tree-Based Convolution
This paper proposes a tree-based con- volutional neural network (TBCNN) for discriminative sentence modeling. Our model leverages either constituency trees or dependency trees of sentences. The tree-based convolution process extracts …...
Contemplata, a Free Platform for Constituency Treebank Annotation
AbstractThis paper describes Contemplata, an annotation platform that offers a generic solution for treebank building as well as treebank enrichment with relations between syntactic nodes. Contemplata is dedicated to the …...
Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads
AbstractTransformer-based pre-trained language models (PLMs) have dramatically improved the state of the art in NLP across many tasks. This has led to substantial interest in analyzing the syntactic knowledge PLMs …...
On the Branching Bias of Syntax Extracted from Pre-trained Language Models
AbstractMany efforts have been devoted to extracting constituency trees from pre-trained language models, often proceeding in two stages: feature definition and parsing. However, this kind of methods may suffer from …...
A Learning-Based Dependency to Constituency Conversion Algorithm for the Turkish Language
AbstractThis study aims to create the very first dependency-to-constituency conversion algorithm optimised for Turkish language. For this purpose, a state-of-the-art morphologic analyser and a feature-based machine learning model was used. …...
Syntactic Multi-view Learning for Open Information Extraction
AbstractOpen Information Extraction (OpenIE) aims to extract relational tuples from open-domain sentences. Traditional rule-based or statistical models were developed based on syntactic structure of sentence, identified by syntactic parsers. However, …...