├── README.md ├── data.experiment └── kb.experiment /README.md: -------------------------------------------------------------------------------- 1 | # Neural-Knowledge-Diffusion 2 | 3 | A database of the [Knowledge Diffusion for Neural Dialogue Generation](http://aclweb.org/anthology/P18-1138). 4 | 5 | The files are in json and the encoding format is UTF8. 6 | 7 | ## kb.experiment 8 | 9 | KB for movies and celebrities 10 | 11 | ### movie attributes 12 | 13 | `--id` : unique ID for each movie 14 | 15 | `--title` : title of the movie 16 | 17 | `--director` : a list of celebrityIDs who direct the movie 18 | 19 | `--actor` : a list of celebrityIDs who act the movie 20 | 21 | `--duration` : movie duration in minutes 22 | 23 | `--release_time` : movie release year 24 | 25 | `--comments` : a list of 5 comments on the movie 26 | 27 | ### celebrity attributes 28 | 29 | `--id` : unique ID for each celebrity 30 | 31 | `--name` : name of the celebrity 32 | 33 | ## data.experiment 34 | 35 | Conversations grounded on knowledge base 36 | 37 | ### sentence attributes 38 | 39 | `--raw_sentence` : raw utterance 40 | 41 | `--movie` : a list of movie and corresponding movieID appear in raw_sentence for similar knowledge based conversations 42 | 43 | `--celebrity` : a list of celebrity and corresponding celebrityID appear in raw_sentence for similar knowledge based conversations 44 | 45 | `--triple` : a list of facts(subjectID, relation, objectID) for revelant knowledge based conversations 46 | 47 | # Citation 48 | We appreciate your citation if you find our dataset is beneficial. 49 | 50 | ```javascript 51 | @inproceedings{liu2018NKD, 52 | title={Knowledge Diffusion for Neural Dialogue Generation}, 53 | author={Liu, Shuman and Chen, Hongshen and Ren, Zhaochun and Feng, Yang and Liu, Qun and Yin, Dawei}, 54 | booktitle={Proceedings of the 56 th Annual Meeting of the Association for Computational Linguistics(Volume 1: Long Papers)}, 55 | pages={1489--1498}, 56 | year={2018}, 57 | publisher = {Association for Computational Linguistics}, 58 | } 59 | ``` 60 | --------------------------------------------------------------------------------