| What Makes Good In-Context Examples for GPT-3? | Jan 17, 2021 | Few-Shot LearningNatural Language Understanding | CodeCode Available | 4 | 5 |
| Prefix-Tuning: Optimizing Continuous Prompts for Generation | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples | Oct 22, 2022 | Fact VerificationQuestion Answering | CodeCode Available | 1 | 5 |
| QTSumm: Query-Focused Summarization over Tabular Data | May 23, 2023 | Query-focused SummarizationTable-to-Text Generation | CodeCode Available | 1 | 5 |
| Controlling Hallucinations at Word Level in Data-to-Text Generation | Feb 4, 2021 | Data-to-Text GenerationDecoder | CodeCode Available | 1 | 5 |
| Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation | Aug 1, 2021 | Data-to-Text GenerationRelation | CodeCode Available | 1 | 5 |
| ToTTo: A Controlled Table-To-Text Generation Dataset | Apr 29, 2020 | Conditional Text GenerationData-to-Text Generation | CodeCode Available | 1 | 5 |
| TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching | Dec 1, 2020 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Variational Template Machine for Data-to-Text Generation | Feb 4, 2020 | Data-to-Text GenerationDecoder | CodeCode Available | 1 | 5 |
| Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios | May 24, 2023 | Table-to-Text GenerationText Generation | CodeCode Available | 1 | 5 |
| PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation | May 25, 2022 | Table-to-Text GenerationText Generation | CodeCode Available | 1 | 5 |
| LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control | Feb 6, 2023 | DiversityForm | CodeCode Available | 1 | 5 |
| NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics | Dec 16, 2021 | Machine TranslationTable-to-Text Generation | CodeCode Available | 1 | 5 |
| Few-Shot Table-to-Text Generation with Prototype Memory | Aug 27, 2021 | Table-to-Text GenerationText Generation | CodeCode Available | 1 | 5 |
| Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning | May 8, 2022 | Data AugmentationData-to-Text Generation | CodeCode Available | 1 | 5 |
| TabGenie: A Toolkit for Table-to-Text Generation | Feb 27, 2023 | Data-to-Text GenerationTable-to-Text Generation | CodeCode Available | 1 | 5 |
| Towards Table-to-Text Generation with Numerical Reasoning | Aug 1, 2021 | DescriptiveTable-to-Text Generation | CodeCode Available | 1 | 5 |
| What Makes Good In-Context Examples for GPT-3? | May 1, 2022 | In-Context LearningNatural Language Understanding | CodeCode Available | 0 | 5 |
| Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data | Sep 23, 2019 | Question GenerationQuestion-Generation | CodeCode Available | 0 | 5 |
| Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots | Mar 1, 2022 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Automatic Logical Forms improve fidelity in Table-to-Text generation | Oct 26, 2023 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Controlling Text Edition by Changing Answers of Specific Questions | May 23, 2021 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Describing a Knowledge Base | Sep 6, 2018 | Data-to-Text GenerationKB-to-Language Generation | CodeCode Available | 0 | 5 |
| Effective Distillation of Table-based Reasoning Ability from LLMs | Sep 22, 2023 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification | Nov 1, 2020 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation | Oct 25, 2023 | Data-to-Text GenerationDialogue Generation | CodeCode Available | 0 | 5 |
| Adapting Knowledge for Few-shot Table-to-Text Generation | Feb 24, 2023 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Handling Divergent Reference Texts when Evaluating Table-to-Text Generation | Jun 3, 2019 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? | Aug 1, 2021 | Domain AdaptationHallucination | CodeCode Available | 0 | 5 |
| Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models | May 13, 2022 | Contrastive LearningReading Comprehension | CodeCode Available | 0 | 5 |
| Improving User Controlled Table-To-Text Generation Robustness | Feb 20, 2023 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation | Aug 8, 2019 | DecoderTable-to-Text Generation | CodeCode Available | 0 | 5 |
| Neural Text Generation from Structured Data with Application to the Biography Domain | Mar 24, 2016 | Concept-To-Text GenerationLanguage Modeling | CodeCode Available | 0 | 5 |
| Order-Planning Neural Text Generation From Structured Data | Sep 1, 2017 | DecoderQuestion Answering | CodeCode Available | 0 | 5 |
| PixT3: Pixel-based Table-To-Text Generation | Nov 16, 2023 | Data-to-Text GenerationSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Plan-then-Seam: Towards Efficient Table-to-Text Generation | Feb 10, 2023 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Stepwise Extractive Summarization and Planning with Structured Transformers | Oct 6, 2020 | Extractive SummarizationSentence | CodeCode Available | 0 | 5 |
| Table-to-text Generation by Structure-aware Seq2seq Learning | Nov 27, 2017 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) | Sep 5, 2019 | Table-to-Text GenerationText Generation | CodeCode Available | 0 | 5 |
| Tackling Hallucinations in Neural Chart Summarization | Aug 1, 2023 | Data-to-Text GenerationTable-to-Text Generation | CodeCode Available | 0 | 5 |
| Text-in-Context: Token-Level Error Detection for Table-to-Text Generation | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View | Feb 17, 2021 | Few-Shot LearningTable-to-Text Generation | CodeCode Available | 0 | 5 |
| Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach | Jan 5, 2023 | DecoderDescriptive | CodeCode Available | 0 | 5 |
| Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation | May 31, 2021 | DescriptiveTable-to-Text Generation | —Unverified | 0 | 0 |
| Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models | Oct 15, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| ReTAG: Reasoning Aware Table to Analytic Text Generation | May 19, 2023 | Data-to-Text GenerationDescriptive | —Unverified | 0 | 0 |
| Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification | Apr 1, 2021 | Fact VerificationGraph Neural Network | —Unverified | 0 | 0 |
| Structure-Aware Pre-Training for Table-to-Text Generation | Aug 1, 2021 | Table-to-Text GenerationText Generation | —Unverified | 0 | 0 |
| Few-Shot Table-to-Text Generation with Prefix-Controlled Generator | Aug 23, 2022 | Table-to-Text GenerationText Generation | —Unverified | 0 | 0 |
| Facts-and-Feelings: Capturing both Objectivity and Subjectivity in Table-to-Text Generation | Jun 15, 2024 | Table-to-Text GenerationText Generation | —Unverified | 0 | 0 |
