Papers with Code 아카이브
Grammatical Error Correction
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 1
- 평가표
- 13
- 보존된 평가 기록
- 75
Grammatical Error Correction (GEC) is the task of correcting different kinds of errors in text such as spelling, punctuation, grammatical, and word choice errors.
GEC is typically formulated as a sentence correction task. A GEC system takes a potentially erroneous sentence as input and is expected to transform it to its corrected version. See the example given below:
| Input (Erroneous) | Output (Corrected) |
|---|---|
| She see Tom is catched by policeman in park at last night. | She saw Tom caught by a policeman in the park last night. |
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/pygongnlp/pt-m2
공식 코드Revisiting Grammatical Error Correction Evaluation and Beyond
https://github.com/rahuln2002/Grammatical-Error-Detection-GED
공식 코드Enhancing Grammatical Error Detection using BERT with Cleaned Lang-8 Dataset
https://github.com/rainavyas/mbr_gec
공식 코드Minimum Bayes' Risk Decoding for System Combination of Grammatical Error Correction Systems
https://github.com/ramisa2108/bangla-complex-named-entity-recognition-challenge
공식 코드Bangla Grammatical Error Detection Using T5 Transformer Model
https://github.com/richard-peng-xia/Chinese-Noisy-Text
공식 코드Chinese grammatical error correction based on knowledge distillation
https://github.com/richard-peng-xia/KD-CGEC
공식 코드Chinese grammatical error correction based on knowledge distillation
https://github.com/robertostling/gec-evaluation
공식 코드https://github.com/samueljamesbell/sequence-labeler
공식 코드Context is Key: Grammatical Error Detection with Contextual Word Representations
https://github.com/shininglab/text-editing-as-imitation-game
공식 코드https://github.com/skasewa/wronging
공식 코드Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection
https://github.com/soyoung97/standard_korean_gec
공식 코드Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation
https://github.com/stjohn2007/likelihood_bias
공식 코드Likelihood-based Mitigation of Evaluation Bias in Large Language Models
https://github.com/stuartmesham/gector_experiment_public
공식 코드An Extended Sequence Tagging Vocabulary for Grammatical Error Correction
https://github.com/taku-ito/INLG2019_SentRev
공식 코드https://github.com/teaspn/teaspn-sdk
공식 코드TEASPN: Framework and Protocol for Integrated Writing Assistance Environments
https://github.com/tensorflow/tensor2tensor/blob/master/tensor2tensor/models/research/transformer_seq2edits.py
공식 코드Seq2Edits: Sequence Transduction Using Span-level Edit Operations
https://github.com/thukelab/cleme
공식 코드CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction
https://github.com/thukelab/mixedit
공식 코드MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction
https://github.com/thunlp/VERNet
공식 코드Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
https://github.com/tmu-nlp/seeda
공식 코드https://github.com/ufal/kazitext
공식 코드Understanding Model Robustness to User-generated Noisy Texts
https://github.com/ufal/low-resource-gec-wnut2019
공식 코드https://github.com/vicmak/Exploiting-BiLSTM-for-Proper-Word-Choice
공식 코드Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems
https://github.com/vipulraheja/coedit
공식 코드https://github.com/vipulraheja/iterater
공식 코드Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks
https://github.com/vipulraheja/medit
공식 코드https://github.com/webspellchecker/unlp-2023-shared-task
공식 코드RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans
https://github.com/wolfgarbe/symspell
공식 코드An Extended Sequence Tagging Vocabulary for Grammatical Error Correction
https://github.com/wyxstriker/cda4gec
공식 코드Improving Grammatical Error Correction via Contextual Data Augmentation
https://github.com/wyxstriker/lm-combiner
공식 코드LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction
https://github.com/xlxwalex/FCGEC
공식 코드FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction
https://github.com/yanghh2000/alirector
공식 코드Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector
https://github.com/yixiao-song/gee-with-llms
공식 코드https://github.com/young1993/tlm
공식 코드https://github.com/yuanxun-yx/errant
공식 코드ErAConD : Error Annotated Conversational Dialog Dataset for Grammatical Error Correction
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.