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Constituency Parsing
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Constituency parsing aims to extract a constituency-based parse tree from a sentence that represents its syntactic structure according to a phrase structure grammar.
Example:
Sentence (S)
|
+-------------+------------+
| |
Noun (N) Verb Phrase (VP)
| |
John +-------+--------+
| |
Verb (V) Noun (N)
| |
sees Bill
Recent approaches convert the parse tree into a sequence following a depth-first traversal in order to be able to apply sequence-to-sequence models to it. The linearized version of the above parse tree looks as follows: (S (N) (VP V N)).
논문
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Revisiting Absence withSymptoms that *T* Show up Decades Later to Recover Empty Categories
An Attempt to Develop a Neural Parser based on Simplified Head-Driven Phrase Structure Grammar on Vietnamese
On Eliciting Syntax from Language Models via Hashing
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
Entity-Aware Biaffine Attention Model for Improved Constituent Parsing with Reduced Entity Violations
Structural Optimization Ambiguity and Simplicity Bias in Unsupervised Neural Grammar Induction
To be Continuous, or to be Discrete, Those are Bits of Questions
jp-evalb: Robust Alignment-based PARSEVAL Measures
Unsupervised Parsing by Searching for Frequent Word Sequences among Sentences with Equivalent Predicate-Argument Structures
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale
Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation
LLM-enhanced Self-training for Cross-domain Constituency Parsing
Constituency Parsing using LLMs
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit
Ensemble Distillation for Unsupervised Constituency Parsing
Augmenting Transformers with Recursively Composed Multi-grained Representations
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
Approximating CKY with Transformers
Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken Sentences
Do Transformers Parse while Predicting the Masked Word?
Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars
Fast Rule-Based Decoding: Revisiting Syntactic Rules in Neural Constituency Parsing
On Parsing as Tagging
Joint Chinese Word Segmentation and Span-based Constituency Parsing
Order-sensitive Neural Constituency Parsing
Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers
Court Judgement Labeling Using Topic Modeling and Syntactic Parsing
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