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 …
Survey on reinforcement learning for language processing
V Uc-Cetina, N Navarro-Guerrero… - Artificial Intelligence …, 2023 - Springer
In recent years some researchers have explored the use of reinforcement learning (RL)
algorithms as key components in the solution of various natural language processing (NLP) …
algorithms as key components in the solution of various natural language processing (NLP) …
Faithfulness in natural language generation: A systematic survey of analysis, evaluation and optimization methods
Natural Language Generation (NLG) has made great progress in recent years due to the
development of deep learning techniques such as pre-trained language models. This …
development of deep learning techniques such as pre-trained language models. This …
Help me heal: A reinforced polite and empathetic mental health and legal counseling dialogue system for crime victims
The potential for conversational agents offering mental health and legal counseling in an
autonomous, interactive, and vitally accessible environment is getting highlighted due to the …
autonomous, interactive, and vitally accessible environment is getting highlighted due to the …
Unfamiliar finetuning examples control how language models hallucinate
Large language models are known to hallucinate when faced with unfamiliar queries, but
the underlying mechanism that govern how models hallucinate are not yet fully understood …
the underlying mechanism that govern how models hallucinate are not yet fully understood …
e-THERAPIST: I suggest you to cultivate a mindset of positivity and nurture uplifting thoughts
The shortage of therapists for mental health patients emphasizes the importance of globally
accessible dialogue systems alleviating their issues. To have effective interpersonal …
accessible dialogue systems alleviating their issues. To have effective interpersonal …
Charactereval: A chinese benchmark for role-playing conversational agent evaluation
Recently, the advent of large language models (LLMs) has revolutionized generative
agents. Among them, Role-Playing Conversational Agents (RPCAs) attract considerable …
agents. Among them, Role-Playing Conversational Agents (RPCAs) attract considerable …
Empathetic persuasion: reinforcing empathy and persuasiveness in dialogue systems
Persuasion is an intricate process involving empathetic connection between two individuals.
Plain persuasive responses may make a conversation non-engaging. Even the most well …
Plain persuasive responses may make a conversation non-engaging. Even the most well …
PEPDS: A polite and empathetic persuasive dialogue system for charity donation
Persuasive conversations for a social cause often require influencing other person's attitude
or intention that may fail even with compelling arguments. The use of emotions and different …
or intention that may fail even with compelling arguments. The use of emotions and different …
Towards personalized persuasive dialogue generation for adversarial task oriented dialogue setting
In recent years, task-oriented virtual assistants have gained huge popularity and demand in
both research and industry communities. The primary aim of a task-oriented dialogue agent …
both research and industry communities. The primary aim of a task-oriented dialogue agent …