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A survey of natural language generation techniques with a focus on dialogue systems-past, present and future directions
S Santhanam, S Shaikh - ar** open domain
dialogue systems, though they suffer from the safe response problem. Researchers have …
dialogue systems, though they suffer from the safe response problem. Researchers have …
Thinking globally, acting locally: Distantly supervised global-to-local knowledge selection for background based conversation
Background Based Conversation (BBCs) have been introduced to help conversational
systems avoid generating overly generic responses. In a BBC, the conversation is grounded …
systems avoid generating overly generic responses. In a BBC, the conversation is grounded …
A discrete CVAE for response generation on short-text conversation
Linguistically-informed specificity and semantic plausibility for dialogue generation
Sequence-to-sequence models for open-domain dialogue generation tend to favor generic,
uninformative responses. Past work has focused on word frequency-based approaches to …
uninformative responses. Past work has focused on word frequency-based approaches to …
Knowledge-enhanced memory model for emotional support conversation
The prevalence of mental disorders has become a significant issue, leading to the increased
focus on Emotional Support Conversation as an effective supplement for mental health …
focus on Emotional Support Conversation as an effective supplement for mental health …