The Wayback Machine - https://web.archive.org/web/20221101212008/https://github.com/topics/data-to-text

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data-to-text

Here are 23 public repositories matching this topic...

HKUNLP / UnifiedSKG

[EMNLP 2022] A Unified Framework and Analysis for Structured Knowledge Grounding

natural-language-processing text-generation pytorch question-answering semantic-parsing multi-task-learning fact-verification data-to-text huggingface-transformers prompt-learning huggingface-datasets structured-knowledge-grounding

Updated Oct 26, 2022
Python

wenhuchen / KGPT

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

pre-training data-to-text

Updated Jun 6, 2021
Python

SapienzaNLP / spring

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

natural-language-processing amr semantic-parser natural-language-generation abstract-meaning-representation semantic-parsing data-to-text

Updated Sep 14, 2021
Python

FranxYao / Gumbel-CRF

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

crf text-generation generative-model density-estimation structured-prediction paraphrase-generation deep-generative-model gradient-estimator data-to-text

Updated Dec 1, 2020
Python

EagleW / Describing_a_Knowledge_Base

Code for Describing a Knowledge Base

deep-learning wiki text-generation pytorch generation datasets natural-language-generation attention-mechanism end-to-end-learning self-attention data-to-text

Updated May 31, 2021
Python

RUCAIBox / MVP

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

nlp natural-language-processing dialog text-generation question-answering summarization seq2seq sequence-to-sequence natural-language-generation nlg plm multi-task-learning story-generation question-generation pre-trained-model data-to-text

Updated Nov 1, 2022

EagleW / Stage-wise-Fine-tuning

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

wiki transformers text-generation pytorch generation datasets webnlg data-to-text pretrained-language-model graph-to-text

Updated Dec 27, 2021
Lex

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

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

transformers nlp-machine-learning biomedical-text-mining data-to-text

Updated Dec 20, 2021
Python

isomap / factedit

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

nlp text-generation dataset natural-language-generation nlg text-editing data-to-text acl2020 table-to-text

Updated Sep 19, 2021
Python

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)

deep-learning natural-language-generation nlg data-to-text wikibio hallucinations

Updated Jun 29, 2022
Python

aistairc / sports-reporter

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

nlp machine-learning text-generation natural-language-generation acl2019 data-to-text

Updated Sep 19, 2021
Python

aistairc / rotowire-modified

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

nlp text-generation dataset natural-language-generation acl2019 data-to-text boxscore-data

Updated Sep 19, 2021
Python

styfeng / SAPPHIRE

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

machine-learning natural-language-processing deep-learning transformers language-modeling artificial-intelligence generative-model seq2seq natural-language-generation nlg language-model commonsense-reasoning data-to-text controllable-generation inlg2021 concept-to-text commongen generative-commonsense-reasoning keywords-to-text constrained-text-generation

Updated Oct 3, 2021

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.

natural-language-processing time-series natural-language-generation time-series-analysis data-to-text

Updated Sep 8, 2021
Jupyter Notebook

lauhaide / wikigen

Data-to-Text generation with loosely aligned WikiBio dataset from (Lebret et al. 2016). Explicit content selection step with Multi-Instance Learning.

natural-language-generation data-to-text content-selection multi-instance-learning

Updated Aug 8, 2018
Lua

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)

nlp machine-learning ai ml pytorch artificial-intelligence nlg attention-mechanism encoder-decoder dtt data-to-text

Updated Mar 24, 2021
Python

sirmammingtonham / data2text

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

transformers natural-language-generation auxiliary-learning data-to-text ijcol

Updated Oct 14, 2022
Python

benzid-wael / daxt

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

java text-generation natural-language-generation nlg daxt data-to-text

Updated Oct 13, 2020
Java

ashishu007 / data2text-cbr

Data-to-Text Generation with Case-Based Reasoning

cbr nlg data-to-text

Updated Oct 14, 2021
Python

yajingyang / Data-to-text_Generation_Papers

Data-to-text generation papers

natural-language-processing natural-language-generation data-to-text

Updated Jan 9, 2022

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