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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 …
Proactive conversational agents in the post-chatgpt world
ChatGPT and similar large language model (LLM) based conversational agents have
brought shock waves to the research world. Although astonished by their human-like …
brought shock waves to the research world. Although astonished by their human-like …
Surface form competition: Why the highest probability answer isn't always right
A Holtzman, P West, V Shwartz, Y Choi… - ar** intelligent open-domain dialog systems due to
the availability of large amounts of conversational data and the recent progress on neural …
the availability of large amounts of conversational data and the recent progress on neural …
Towards topic-guided conversational recommender system
Conversational recommender systems (CRS) aim to recommend high-quality items to users
through interactive conversations. To develop an effective CRS, the support of high-quality …
through interactive conversations. To develop an effective CRS, the support of high-quality …
Towards human-centered proactive conversational agents
Recent research on proactive conversational agents (PCAs) mainly focuses on improving
the system's capabilities in anticipating and planning action sequences to accomplish tasks …
the system's capabilities in anticipating and planning action sequences to accomplish tasks …
Towards conversational recommendation over multi-type dialogs
We propose a new task of conversational recommendation over multi-type dialogs, where
the bots can proactively and naturally lead a conversation from a non-recommendation …
the bots can proactively and naturally lead a conversation from a non-recommendation …
Ctrlsum: Towards generic controllable text summarization
Current summarization systems yield generic summaries that are disconnected from users'
preferences and expectations. To address this limitation, we present CTRLsum, a novel …
preferences and expectations. To address this limitation, we present CTRLsum, a novel …
CiteME: Can Language Models Accurately Cite Scientific Claims?
Thousands of new scientific papers are published each month. Such information overload
complicates researcher efforts to stay current with the state-of-the-art as well as to verify and …
complicates researcher efforts to stay current with the state-of-the-art as well as to verify and …