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Dependency Parsing

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하위 태스크: 5
평가표: 16
보존된 평가 기록: 54

Dependency parsing is the task of extracting a dependency parse of a sentence that represents its grammatical structure and defines the relationships between "head" words and words, which modify those heads.

Example:

     root
      |
      | +-------dobj---------+
      | |                    |
nsubj | |   +------det-----+ | +-----nmod------+
+--+  | |   |              | | |               |
|  |  | |   |      +-nmod-+| | |      +-case-+ |
+  |  + |   +      +      || + |      +      | |
I  prefer  the  morning   flight  through  Denver

Relations among the words are illustrated above the sentence with directed, labeled arcs from heads to dependents (+ indicates the dependent).

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/teffland/expected-statistic-regularization

공식 코드

Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization

https://github.com/turkunlp/finnish-tweets-lang-identification

공식 코드

Out-of-Domain Evaluation of Finnish Dependency Parsing

https://github.com/tzshi/dp-parser-emnlp17

공식 코드

Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set

https://github.com/tzshi/dpp-al-parsing-naacl21

공식 코드

Diversity-Aware Batch Active Learning for Dependency Parsing

https://github.com/tzshi/mh4-parser-acl18

공식 코드

Global Transition-based Non-projective Dependency Parsing

https://github.com/uclanlp/CrossLingualDepParser

공식 코드

On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing

https://github.com/uclanlp/nlp-interpretation-faithfulness

공식 코드

On the Sensitivity and Stability of Model Interpretations in NLP

https://github.com/ufal/evalatin2024-latinpipe

공식 코드

ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin

https://github.com/ufal/mrpipe-conll2019

공식 코드

ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task

https://github.com/ufal/multilexnorm2021

공식 코드

ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5

https://github.com/ufal/udpipe

공식 코드

Open-Source Web Service with Morphological Dictionary-Supplemented Deep Learning for Morphosyntactic Analysis of Czech

https://github.com/usydnlp/VICTR

공식 코드

VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks

https://github.com/vene/sparsemap

공식 코드

SparseMAP: Differentiable Sparse Structured Inference

https://github.com/vivkaz/cqe

공식 코드

CQE: A Comprehensive Quantity Extractor

https://github.com/vncorenlp/VnCoreNLP

공식 코드

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

https://github.com/vt-nlp/syntax-guided-graph-transformer

공식 코드

Extracting Temporal Event Relation with Syntax-guided Graph Transformer

https://github.com/wanghm92/Sing_Par

공식 코드

Universal Dependencies Parsing for Colloquial Singaporean English

https://github.com/wangxinyu0922/Second_Order_Parsing

공식 코드

Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training

https://github.com/wangxinyu0922/Second_Order_SDP

공식 코드

Second-Order Semantic Dependency Parsing with End-to-End Neural Networks

https://github.com/wasiahmad/cross_lingual_parsing

공식 코드

Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages

https://github.com/xgswlg/tgls

공식 코드

Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis

https://github.com/yahoo/YaraParser

공식 코드

Yara Parser: A Fast and Accurate Dependency Parser

https://github.com/yuanhangsu/ELSTM-DBRNN

공식 코드

On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network

https://github.com/yzhangcs/crfpar

공식 코드

Efficient Second-Order TreeCRF for Neural Dependency Parsing

https://github.com/yzhangcs/crfsrl

공식 코드

Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments

https://github.com/zhanglinfeng1997/Sentiment-Analysis-via-GCN

공식 코드

Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution Networks

https://github.com/2024-MindSpore-1/Code2/tree/main/model-1/camembert

CamemBERT: a Tasty French Language Model

https://github.com/AntNLP/gnn-dep-parsing

https://github.com/EggplantElf/sclem2017-tagger

Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages

https://github.com/FranxYao/PoincareProbe

Deep Biaffine Attention for Neural Dependency Parsing

https://github.com/IBM/transition-amr-parser

Transition-Based Dependency Parsing with Stack Long Short-Term Memory

https://github.com/JoesSattes/Thai-Biaffine-Dependency-Parsing

Deep Biaffine Attention for Neural Dependency Parsing

https://github.com/KLUE-benchmark/KLUE-baseline

KLUE: Korean Language Understanding Evaluation

https://github.com/Karthik-Bhaskar/Context-Based-Question-Answering

CamemBERT: a Tasty French Language Model

https://github.com/Mind23-2/MindCode-158

Parsing as Pretraining

https://github.com/NisansaDdS/Some-Languages-are-More-Equal-than-Others

Systematic Inequalities in Language Technology Performance across the World's Languages

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