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Survey of hallucination in natural language generation
Natural Language Generation (NLG) has improved exponentially in recent years thanks to
the development of sequence-to-sequence deep learning technologies such as Transformer …
the development of sequence-to-sequence deep learning technologies such as Transformer …
A critical review of state‐of‐the‐art chatbot designs and applications
Chatbots are intelligent conversational agents that can interact with users through natural
languages. As chatbots can perform a variety of tasks, many companies have committed …
languages. As chatbots can perform a variety of tasks, many companies have committed …
Recent advances in deep learning based dialogue systems: A systematic survey
Dialogue systems are a popular natural language processing (NLP) task as it is promising in
real-life applications. It is also a complicated task since many NLP tasks deserving study are …
real-life applications. It is also a complicated task since many NLP tasks deserving study are …
A survey on dialogue systems: Recent advances and new frontiers
Dialogue systems have attracted more and more attention. Recent advances on dialogue
systems are overwhelmingly contributed by deep learning techniques, which have been …
systems are overwhelmingly contributed by deep learning techniques, which have been …
AI-based conversational agents: a sco** review from technologies to future directions
Artificial intelligence is changing the world, especially the interaction between machines and
humans. Learning and interpreting natural languages and responding have paved the way …
humans. Learning and interpreting natural languages and responding have paved the way …
A network-based end-to-end trainable task-oriented dialogue system
Few-shot natural language generation for task-oriented dialog
As a crucial component in task-oriented dialog systems, the Natural Language Generation
(NLG) module converts a dialog act represented in a semantic form into a response in …
(NLG) module converts a dialog act represented in a semantic form into a response in …
Semantically conditioned lstm-based natural language generation for spoken dialogue systems
Natural language generation (NLG) is a critical component of spoken dialogue and it has a
significant impact both on usability and perceived quality. Most NLG systems in common use …
significant impact both on usability and perceived quality. Most NLG systems in common use …
A survey on recent advances in llm-based multi-turn dialogue systems
This survey provides a comprehensive review of research on multi-turn dialogue systems,
with a particular focus on multi-turn dialogue systems based on large language models …
with a particular focus on multi-turn dialogue systems based on large language models …
[HTML][HTML] Evaluating the state-of-the-art of end-to-end natural language generation: The e2e nlg challenge
This paper provides a comprehensive analysis of the first shared task on End-to-End Natural
Language Generation (NLG) and identifies avenues for future research based on the results …
Language Generation (NLG) and identifies avenues for future research based on the results …