Chatbot
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Benchmarks
AlpacaEval
Most implemented
QLoRA: Efficient Finetuning of Quantized LLMs
End-to-End Task-Completion Neural Dialogue Systems
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Visual Dialog
Recipes for building an open-domain chatbot
Deep Reinforcement Learning for Dialogue Generation
Papers
TuneShield: Mitigating Toxicity in Conversational AI while Fine-tuning on Untrusted Data
Recent advances in foundation models, such as LLMs, have revolutionized conversational AI. Chatbots are increasingly being developed by customizing LLMs on specific conversational datasets. However, mitigating toxicity d…
ChatbotInstruction FollowingSafety AlignmentGeneralized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across Domains
Transfer learning in Reinforcement Learning (RL) enables agents to leverage knowledge from source tasks to accelerate learning in target tasks. While prior work, such as the Attend, Adapt, and Transfer (A2T) framework, a…
Atari GamesChatbotComputational EfficiencyDeep Learning+6Exploring the Effects of Chatbot Anthropomorphism and Human Empathy on Human Prosocial Behavior Toward Chatbots
Chatbots are increasingly integrated into people's lives and are widely used to help people. Recently, there has also been growing interest in the reverse direction-humans help chatbots-due to a wide range of benefits in…
ChatbotMapping Caregiver Needs to AI Chatbot Design: Strengths and Gaps in Mental Health Support for Alzheimer's and Dementia Caregivers
Family caregivers of individuals with Alzheimer's Disease and Related Dementia (AD/ADRD) face significant emotional and logistical challenges that place them at heightened risk for stress, anxiety, and depression. Althou…
ChatbotProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users
Despite significant advancements in conversational AI, large language model (LLM)-powered chatbots often struggle with personalizing their responses according to individual user characteristics, such as technical experti…
ChatbotLarge Language ModelBuilding Trustworthy AI by Addressing its 16+2 Desiderata with Goal-Directed Commonsense Reasoning
Current advances in AI and its applicability have highlighted the need to ensure its trustworthiness for legal, ethical, and even commercial reasons. Sub-symbolic machine learning algorithms, such as the LLMs, simulate r…
Chatbot