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Papers
Few-shot Table-to-text Generation with Prefix-Controlled Generator
COLING 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics
NAACL 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning
NAACL 2022
Table-To-Text generation and pre-training with TabT5
EMNLP 2022
TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs
AACL 2022
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach
EMNLP 2022
VisToT: Vision-Augmented Table-to-Text Generation
EMNLP 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots
EMNLP 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation
ACL 2021
Few-Shot Table-to-Text Generation with Prototype Memory
EMNLP 2021
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation?
ACL 2021
Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation
ACL 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation
ACL 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View
AAAI 2021
Towards Table-to-Text Generation with Numerical Reasoning
ACL 2021
TSQA: Tabular Scenario Based Question Answering
AAAI 2021
Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification
EMNLP 2020
Logical Natural Language Generation from Open-Domain Tables
ACL 2020
TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching
COLING 2020
ToTTo: A Controlled Table-To-Text Generation Dataset
EMNLP 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints
ACL 2020
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data
ACL 2020
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation
ACL 2019
Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables
AAAI 2019
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation
ACL 2019