An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: data-to-text

xlang-ai/UnifiedSKG

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Language: Python - Size: 21 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 556 - Forks: 59

wenhuchen/KGPT

Code and Data for EMNLP2020 Paper "KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation"

Language: Python - Size: 1020 KB - Last synced at: 17 days ago - Pushed at: almost 4 years ago - Stars: 149 - Forks: 19

SapienzaNLP/spring

SPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).

Language: Python - Size: 506 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 127 - Forks: 23

RUCAIBox/MVP

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

Size: 77.6 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 69 - Forks: 3

bayer-science-for-a-better-life/data2text-bioleaflets

Biomedical Data-to-Text Generation via Fine-Tuning Transformers

Language: Python - Size: 113 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 3

ashishu007/data2text-cbr

Data-to-Text Generation with Case-Based Reasoning

Language: Python - Size: 66.9 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 2

disi-unibo-nlp/bio-ee-egv

[COLING22] Text-to-Text Extraction and Verbalization of Biomedical Event Graphs

Language: Python - Size: 94 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 0

edwinthomas444/cheese_advertisement_generator

An LLM based tool for generation of cheese advirtisements

Language: Jupyter Notebook - Size: 7.59 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

FranxYao/Gumbel-CRF

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

Language: Python - Size: 24.3 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 56 - Forks: 9

cured4nlg/cured4nlg

CURED4NLG: A Dataset for Table-to-Text Generation

Language: PLSQL - Size: 2.51 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mwritescode/data2text-prompting

Code for my Master Thesis project on "Prompting Techniques for Natural Language Generation in the Medical Domain" at the University of Bologna

Language: Lex - Size: 211 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

isomap/factedit

:monocle_face: Code & Data for Fact-based Text Editing (Iso et al; ACL 2020)

Language: Python - Size: 63.5 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 18 - Forks: 3

tbrouns/data_to_text_annotation

Annotation tool for adding text labels to CSV data. Useful for data-to-text NLP tasks.

Language: Python - Size: 207 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

sirmammingtonham/data2text

Code for IJCoL 7 Special Issue Paper - Improving Data-to-Text Generation via Preserving High-Frequency Phrases and Fact-Checking

Language: Python - Size: 28.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

KaijuML/dtt-multi-branch

Code for Controlling Hallucinations at Word Level in Data-to-Text Generation (C. Rebuffel, M. Roberti, L. Soulier, G. Scoutheeten, R. Cancelliere, P. Gallinari)

Language: Python - Size: 44.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 0

EagleW/Describing_a_Knowledge_Base

Code for Describing a Knowledge Base

Language: Python - Size: 5.91 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 48 - Forks: 29

EagleW/Stage-wise-Fine-tuning

Code for Stage-wise Fine-tuning for Graph-to-Text Generation

Language: Lex - Size: 211 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 5

StevenTang1998/MVP Fork of RUCAIBox/MVP

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

Language: Python - Size: 77.6 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

yajingyang/Data-to-text_Generation_Papers

Data-to-text generation papers

Size: 10.7 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

styfeng/SAPPHIRE

Code for SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation (https://aclanthology.org/2021.inlg-1.21/) INLG 2021 Best Long Paper.

Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

Mandar-Sharma/TCube

TCube generates rich and fluent narratives that describes the characteristics, trends, and anomalies of any time-series data (domain-agnostic) using the transfer learning capabilities of PLMs.

Language: Jupyter Notebook - Size: 227 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

aistairc/rotowire-modified

:basketball: Script for generating the rotowire-modified dataset (Iso et al; ACL 2019)

Language: Python - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 2

aistairc/sports-reporter

⛹️Code for Learning to Select, Track, and Generate for Data-to-Text (Iso et al; ACL 2019).

Language: Python - Size: 193 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 1

benzid-wael/daxt

Data To Text! Your ultimate open source solution to build NLG systems.

Language: Java - Size: 46.9 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

marco-roberti/char-dtt-rareword

Codebase for the journal paper "The Rare Word Issue in Natural Language Generation: a Character-Based Solution" (Giovanni Bonetta, Marco Roberti, Rossella Cancelliere, Patrick Gallinari)

Language: Python - Size: 2.43 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

Related Keywords
data-to-text 25 natural-language-generation 14 text-generation 11 nlp 9 nlg 8 natural-language-processing 7 transformers 4 pytorch 4 question-answering 3 semantic-parsing 3 multi-task-learning 3 deep-learning 3 machine-learning 3 dataset 3 seq2seq 3 wiki 2 generation 2 graph-to-text 2 datasets 2 biomedical-text-mining 2 summarization 2 story-generation 2 sequence-to-sequence 2 question-generation 2 pre-trained-model 2 plm 2 attention-mechanism 2 dialog 2 acl2019 2 huggingface-transformers 2 generative-model 2 artificial-intelligence 2 webnlg 1 commongen 1 pretrained-language-model 1 dtt 1 self-attention 1 end-to-end-learning 1 wikibio 1 hallucinations 1 ijcol 1 auxiliary-learning 1 ai 1 java 1 daxt 1 boxscore-data 1 encoder-decoder 1 time-series-analysis 1 ml 1 time-series 1 language-modeling 1 language-model 1 keywords-to-text 1 inlg2021 1 generative-commonsense-reasoning 1 controllable-generation 1 constrained-text-generation 1 concept-to-text 1 commonsense-reasoning 1 csv 1 encoder-decoder-architecture 1 decoder-model 1 advertisement-generation 1 text-to-text-transformer 1 text-to-graph 1 graph-verbalization 1 event-extraction 1 cbr 1 nlp-machine-learning 1 semantic-parser 1 amr 1 abstract-meaning-representation 1 pre-training 1 structured-knowledge-grounding 1 prompt-learning 1 huggingface-datasets 1 fact-verification 1 annotation-tool 1 text-editing 1 table-to-text 1 acl2020 1 prompting 1 medical-diagnosis 1 explanation-generation 1 data-to-text-generation 1 covid-19 1 structured-prediction 1 paraphrase-generation 1 gradient-estimator 1 density-estimation 1 deep-generative-model 1 crf 1 large-language-models 1 generative-modeling 1