1 INTRODUCTION  
1.1 Defining Data-to-text Generation and Scope of the Survey  
1.2 Survey Rationale  

2 DATASETS FOR DATA-TO-TEXT GENERATION  
2.1 Meaning Representations  
2.2 Graph Representations  
2.3 Tabular Representations  
2.4 Data Collection & Enrichment  

3 DATA-TO-TEXT GENERATION FUNDAMENTALS AND NOTATIONS  

4 INNOVATIONS IN DATA PREPROCESSING  

5 INNOVATIONS IN THE SEQ2SEQ FRAMEWORK  

6 EVALUATION OF DATA-TO-TEXT SYSTEMS  

7 CONCLUSION AND FUTURE DIRECTIONS  
7.1 Desiderata for D2T Datasets  
7.2 Approaches to Data-to-text Generation: Looking Forward  
7.3 The Future of D2T Evaluation