Update README.md

README.md

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----
-dataset_info:
-  features:
-  - name: text
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 40050747
-    num_examples: 35121
-  - name: validation
-    num_bytes: 5006200
-    num_examples: 4390
-  - name: test
-    num_bytes: 5007341
-    num_examples: 4391
-  download_size: 28918042
-  dataset_size: 50064288
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
-  - split: test
-    path: data/test-*
----
+## Dataset
+Text-only English dataset consisting of the following portions from the following works:
+TropicalChat (6.4M tokens) by Gopalakrishnan et al. (2023)
+PersonaChat (4.3M tokens) by Zhang et al. (2018)
+DailyDialog (1.8M tokens) by Li et al. (2017) 
+
+
+## References
+Gopalakrishnan, Karthik, Behnam Hedayatnia, Qinlang Chen, Anna Gottardi, Sanjeev Kwatra, Anu Venkatesh, Raefer Gabriel, and Dilek Hakkani-Tur (2023). “Topical-chat: Towards knowledge-grounded open-domain conversations”. In: arXiv preprint arXiv:2308.11995.
+
+Zhang, Saizheng, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, and Jason Weston (July 2018). “Personalizing Dialogue Agents: I have a dog, do you have pets too?” In: Proceedings of the 56th Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers). Ed. by Iryna Gurevych and Yusuke Miyao. Melbourne, Australia: Association for Computational Linguistics, pp. 2204–2213. doi: 10.18653/v1/P18-1205. url: https://aclanthology.org/P18-1205/.
+
+Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. 2017. DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. In Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 986–995, Taipei, Taiwan. Asian Federation of Natural Language Processing.