Survey of hallucination in natural language generation

Z Ji, N Lee, R Frieske, T Yu, D Su, Y Xu, E Ishii… - ACM computing …, 2023 - dl.acm.org
Natural Language Generation (NLG) has improved exponentially in recent years thanks to
the development of sequence-to-sequence deep learning technologies such as Transformer …

A critical review of state‐of‐the‐art chatbot designs and applications

B Luo, RYK Lau, C Li, YW Si - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
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 …

Recent advances in deep learning based dialogue systems: A systematic survey

J Ni, T Young, V Pandelea, F Xue… - Artificial intelligence review, 2023 - Springer
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 …

A survey on dialogue systems: Recent advances and new frontiers

H Chen, X Liu, D Yin, J Tang - Acm Sigkdd Explorations Newsletter, 2017 - dl.acm.org
Dialogue systems have attracted more and more attention. Recent advances on dialogue
systems are overwhelmingly contributed by deep learning techniques, which have been …

AI-based conversational agents: a sco** review from technologies to future directions

S Kusal, S Patil, J Choudrie, K Kotecha, S Mishra… - IEEE …, 2022 - ieeexplore.ieee.org
Artificial intelligence is changing the world, especially the interaction between machines and
humans. Learning and interpreting natural languages and responding have paved the way …

Few-shot natural language generation for task-oriented dialog

B Peng, C Zhu, C Li, X Li, J Li, M Zeng… - arxiv preprint arxiv …, 2020 - arxiv.org
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 …

Semantically conditioned lstm-based natural language generation for spoken dialogue systems

TH Wen, M Gasic, N Mrksic, PH Su, D Vandyke… - arxiv preprint arxiv …, 2015 - arxiv.org
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 …

A survey on recent advances in llm-based multi-turn dialogue systems

Z Yi, J Ouyang, Y Liu, T Liao, Z Xu, Y Shen - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

[HTML][HTML] Evaluating the state-of-the-art of end-to-end natural language generation: The e2e nlg challenge

O Dušek, J Novikova, V Rieser - Computer Speech & Language, 2020 - Elsevier
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 …