Towards a Human-like Open-Domain Chatbot · HackerPapers discussions

Towards a Human-like Open-Domain Chatbot — mentioned by advisedwang

Thu, 09 Mar 2023 01:39:19 GMT

Wow, what a secret! It's not like Google has been consistently writing papers about this the whole time or anything. Oh wait: 2022 LaMDA: https://arxiv.org/abs/2201.08239 2020 chat bot: https://arxiv.org/abs/2001.09977 2018 bert: https://arxiv.org/abs/1810.04805 2017 LLM: https://arxiv.org/abs/1706.03762

Paper and discussion history. A mention is not an endorsement.

Towards a Human-like Open-Domain Chatbot — mentioned by nickvincent

Mon, 04 Apr 2022 18:37:48 GMT

Crazy impressive! A question about the training data: anyone familiar with this line of work know what social media platforms the "conversation" data component of the training set came from? There's a datasheet that points to prior work https://arxiv.org/abs/2001.09977, which sounds like it could be reddit, HN, or a similar platform?

Paper and discussion history. A mention is not an endorsement.

Towards a Human-like Open-Domain Chatbot — mentioned by Rebelgecko

Tue, 18 May 2021 18:00:48 GMT

https://arxiv.org/abs/2001.09977

Paper and discussion history. A mention is not an endorsement.

Towards a Human-like Open-Domain Chatbot — HN submission

Mon, 19 Oct 2020 09:34:27 GMT

Towards a Human-Like Open-Domain Chatbot

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Towards a Human-like Open-Domain Chatbot — mentioned by gwern

Sun, 26 Apr 2020 01:11:26 GMT

I previously tried an approach which uses DRL for feedback but I couldn't quite get it to work: https://www.gwern.net/GPT-2-preference-learning At the moment, it probably would be more practical to train a model to predict ratings and use that to screen generated samples or possible completions and throw out too-low-scoring ones (the 'ranker' approach worked out very well for the Meena chatbot recently: https://arxiv.org/abs/2001.09977 )

Paper and discussion history. A mention is not an endorsement.

Towards a Human-like Open-Domain Chatbot — HN submission

Thu, 30 Jan 2020 21:31:10 GMT

Towards a Human-Like Open-Domain Chatbot

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Towards a Human-like Open-Domain Chatbot — HN submission

Wed, 29 Jan 2020 13:33:40 GMT

Towards a Human-Like Open-Domain Chatbot

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.