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Data-to-Text Generation

Papers archive 2025-07-28

archive papers tagged: 219 · with a code link: 112 · where Syntology ran a sample: 22 (16 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (22 of 219 tagged: 16 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 219, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Data-to-Text Generation with Style Imitation
  28 Jan 2019 1 repository listed
• Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods
  1 Nov 2018 1 repository listed
• E2E NLG Challenge: Neural Models vs. Templates
  1 Nov 2018 1 repository listed
• End-to-End Content and Plan Selection for Data-to-Text Generation
  10 Oct 2018 1 repository listed
• Findings of the E2E NLG Challenge
  2 Oct 2018 1 repository listed
• Operations Guided Neural Networks for High Fidelity Data-To-Text Generation
  8 Sep 2018 1 repository listed
• Describing a Knowledge Base
  6 Sep 2018 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• Bootstrapping Generators from Noisy Data
  17 Apr 2018 1 repository listed
• Oversampling for Imbalanced Learning Based on K-Means and SMOTE
  2 Nov 2017 1 repository listed
• A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset
  1 Aug 2017 1 repository listed
• The Code2Text Challenge: Text Generation in Source Code Libraries
  31 Jul 2017 1 repository listed
• What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment
  2 Sep 2015 1 repository listed
• Large Language Models as Span Annotators
  11 Apr 2025 0 repositories listed
• SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
  19 Feb 2025 0 repositories listed Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
• Evaluation of NMT-Assisted Grammar Transfer for a Multi-Language Configurable Data-to-Text System
  27 Jan 2025 0 repositories listed
• Curriculum Learning for Cross-Lingual Data-to-Text Generation With Noisy Data
  18 Dec 2024 0 repositories listed
• An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation
  28 Nov 2024 0 repositories listed
• Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation
  19 Jul 2024 0 repositories listed
• Modeling Comparative Logical Relation with Contrastive Learning for Text Generation
  13 Jun 2024 0 repositories listed
• A Systematic Review of Data-to-Text NLG
  13 Feb 2024 0 repositories listed
• TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy
  25 Jan 2024 0 repositories listed
• Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation
  18 Jan 2024 0 repositories listed
• Compositional Generalization for Data-to-Text Generation
  5 Dec 2023 0 repositories listed
• Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
  10 Aug 2023 0 repositories listed
• You Can Generate It Again: Data-to-text Generation with Verification and Correction Prompting
  28 Jun 2023 0 repositories listed
• ReTAG: Reasoning Aware Table to Analytic Text Generation
  19 May 2023 0 repositories listed
• Stylized Data-to-Text Generation: A Case Study in the E-Commerce Domain
  5 May 2023 0 repositories listed
• Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder
  8 Apr 2023 0 repositories listed
• MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
  16 Dec 2022 0 repositories listed
• Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
  4 Dec 2022 0 repositories listed
• Time-aware Prompting for Text Generation
  3 Nov 2022 0 repositories listed
• Mapping Process for the Task: Wikidata Statements to Text as Wikipedia Sentences
  23 Oct 2022 0 repositories listed
• Table-To-Text generation and pre-training with TabT5
  17 Oct 2022 0 repositories listed
• Comparing Computational Architectures for Automated Journalism
  8 Oct 2022 0 repositories listed
• Calibrating Sequence likelihood Improves Conditional Language Generation
  30 Sep 2022 0 repositories listed
• XF2T: Cross-lingual Fact-to-Text Generation for Low-Resource Languages
  22 Sep 2022 0 repositories listed
• High Recall Data-to-text Generation with Progressive Edit
  9 Aug 2022 0 repositories listed
• Innovations in Neural Data-to-text Generation: A Survey
  25 Jul 2022 0 repositories listed
• Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model
  14 Jul 2022 0 repositories listed
• Generating Textual Explanations for Machine Learning Models Performance: A Table-to-Text Task
  1 Jun 2022 0 repositories listed
• What Makes Data-to-Text Generation Hard for Pretrained Language Models?
  23 May 2022 0 repositories listed
• uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation
  1 May 2022 0 repositories listed
• Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods
  10 Mar 2022 0 repositories listed
• Survey of Hallucination in Natural Language Generation
  8 Feb 2022 0 repositories listed
• A Survey of Natural Language Generation
  22 Dec 2021 0 repositories listed
• May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation
  20 Dec 2021 0 repositories listed
• Cross-lingual Alignment of Knowledge Graph Triples with Sentences
  1 Dec 2021 0 repositories listed
• How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation?
  16 Nov 2021 0 repositories listed
• Improving Compositional Generalization with Self-Training for Data-to-Text Generation
  16 Nov 2021 0 repositories listed
• Neural Pipeline for Zero-Shot Data-to-Text Generation
  16 Nov 2021 0 repositories listed
• Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text
  16 Nov 2021 0 repositories listed
• Entity-Based Semantic Adequacy for Data-to-Text Generation
  1 Nov 2021 0 repositories listed
• Grouped-Attention for Content-Selection and Content-Plan Generation
  1 Nov 2021 0 repositories listed
• TWT: Table with Written Text for Controlled Data-to-Text Generation
  1 Nov 2021 0 repositories listed
• Selective Token Generation for Few-shot Language Modeling
  29 Sep 2021 0 repositories listed
• Evaluation Guidelines to Deal with Implicit Phenomena to Assess Factuality in Data-to-Text Generation
  1 Aug 2021 0 repositories listed
• Exploring Structural Encoding for Data-to-Text Generation
  1 Aug 2021 0 repositories listed
• NUIG-DSI’s submission to The GEM Benchmark 2021
  1 Aug 2021 0 repositories listed
• HTLM: Hyper-Text Pre-Training and Prompting of Language Models
  14 Jul 2021 0 repositories listed
• On Training Instance Selection for Few-Shot Neural Text Generation
  7 Jul 2021 0 repositories listed
• R2D2: Relational Text Decoding with Transformers
  10 May 2021 0 repositories listed
• On Hallucination and Predictive Uncertainty in Conditional Language Generation
  28 Mar 2021 0 repositories listed
• Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning
  6 Feb 2021 0 repositories listed
• Neural Data-to-Text Generation with LM-based Text Augmentation
  6 Feb 2021 0 repositories listed
• The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
  2 Feb 2021 0 repositories listed
• Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments
  1 Dec 2020 0 repositories listed
• Machine Translation Aided Bilingual Data-to-Text Generation and Semantic Parsing
  1 Dec 2020 0 repositories listed
• Machine Translation Pre-training for Data-to-Text Generation - A Case Study in Czech
  1 Dec 2020 0 repositories listed
• Neural Micro-Planning for Data to Text Generation Produces more Cohesive Text
  1 Dec 2020 0 repositories listed
• NILC at SR’20: Exploring Pre-Trained Models in Surface Realisation
  1 Dec 2020 0 repositories listed
• NILC at WebNLG+: Pretrained Sequence-to-Sequence Models on RDF-to-Text Generation
  1 Dec 2020 0 repositories listed
• The CACAPO Dataset: A Multilingual, Multi-Domain Dataset for Neural Pipeline and End-to-End Data-to-Text Generation
  1 Dec 2020 0 repositories listed
• Utilising Knowledge Graph Embeddings for Data-to-Text Generation
  1 Dec 2020 0 repositories listed
• DORB: Dynamically Optimizing Multiple Rewards with Bandits
  15 Nov 2020 0 repositories listed
• The Natural Language Pipeline, Neural Text Generation and Explainability
  1 Nov 2020 0 repositories listed
• Refining Data for Text Generation
  1 Oct 2020 0 repositories listed
• Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation
  1 Jul 2020 0 repositories listed
• Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs
  16 Jun 2020 0 repositories listed
• Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence
  3 May 2020 0 repositories listed
• Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints
  3 May 2020 0 repositories listed
• Template Guided Text Generation for Task-Oriented Dialogue
  30 Apr 2020 0 repositories listed
• Neural Data-to-Text Generation with Dynamic Content Planning
  16 Apr 2020 0 repositories listed
• Machine Translation Pre-training for Data-to-Text Generation -- A Case Study in Czech
  5 Apr 2020 0 repositories listed
• Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training
  18 Mar 2020 0 repositories listed
• Enhanced Transformer Model for Data-to-Text Generation
  1 Nov 2019 0 repositories listed
• Enhancing Neural Data-To-Text Generation Models with External Background Knowledge
  1 Nov 2019 0 repositories listed
• Fine-Grained Control of Sentence Segmentation and Entity Positioning in Neural NLG
  1 Nov 2019 0 repositories listed
• ViGGO: A Video Game Corpus for Data-To-Text Generation in Open-Domain Conversation
  26 Oct 2019 0 repositories listed
• Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation
  19 Oct 2019 0 repositories listed
• A Closer Look at Recent Results of Verb Selection for Data-to-Text NLG
  1 Oct 2019 0 repositories listed
• An Encoder with non-Sequential Dependency for Neural Data-to-Text Generation
  1 Oct 2019 0 repositories listed
• Neural Generation for Czech: Data and Baselines
  1 Oct 2019 0 repositories listed
• A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method
  19 Apr 2019 0 repositories listed
• Text Generation with Exemplar-based Adaptive Decoding
  9 Apr 2019 0 repositories listed
• Data2Text Studio: Automated Text Generation from Structured Data
  1 Nov 2018 0 repositories listed
• Designing and testing the messages produced by a virtual dietitian
  1 Nov 2018 0 repositories listed
• Generating Syntactic Paraphrases
  1 Oct 2018 0 repositories listed
• Operation-guided Neural Networks for High Fidelity Data-To-Text Generation
  1 Oct 2018 0 repositories listed
• Point Precisely: Towards Ensuring the Precision of Data in Generated Texts Using Delayed Copy Mechanism
  1 Aug 2018 0 repositories listed
• GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data
  1 Jul 2018 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.