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Chatbot

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Chatbot or conversational AI is a language model designed and implemented to have conversations with humans.

Source: Open Data Chatbot

Image source

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/ShannonAI/OpenViDial

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OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts

https://github.com/ShannonAI/backdoor_nlg

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Defending Against Backdoor Attacks in Natural Language Generation

https://github.com/SivilTaram/Persona-Dialogue-Generation

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You Impress Me: Dialogue Generation via Mutual Persona Perception

https://github.com/SmartDataAnalytics/kgirnet

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Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers

https://github.com/SpeechClub/SLIDE-demo

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SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue Generation

https://github.com/TMMMU-Benchmark/evaluation

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VisTai: Benchmarking Vision-Language Models for Traditional Chinese in Taiwan

https://github.com/UKPLab/TexPrax

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TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation

https://github.com/UKPLab/llm-roleplay

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LLM Roleplay: Simulating Human-Chatbot Interaction

https://github.com/UTEL-UIUC/TransitGPT

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TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models

https://github.com/WeijiaLau/MHCH-DAMI

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Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff

https://github.com/WolfNiu/AutoAugDialogue

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Automatically Learning Data Augmentation Policies for Dialogue Tasks

https://github.com/XinyuZhou2000/Spoken_Dialogue

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Towards Joint Modeling of Dialogue Response and Speech Synthesis based on Large Language Model

https://github.com/aalto-speech/FinChat

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FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics

https://github.com/abaheti95/toxichat

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Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts

https://github.com/abbey4799/hauser

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HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation

https://github.com/abhi460729/GATN

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Generalized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across Domains

https://github.com/adresgezgini/NLP4AT

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Auto-tagging of Short Conversational Sentences using Natural Language Processing Methods

https://github.com/ai-in-complex-systems-lab/adhd-knowledgegraph

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A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights

https://github.com/ai4eic/ai4eichackathon2023-streamlit

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Physics Event Classification Using Large Language Models

https://github.com/ai4society/trustworthy-chatbot

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SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its Usefulness

https://github.com/aiai-99/katzbot

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KatzBot: Revolutionizing Academic Chatbot for Enhanced Communication

https://github.com/aim-harvard/oncqa

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The impact of responding to patient messages with large language model assistance

https://github.com/alexlecu/llmkgraph

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Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot Applications

https://github.com/alicialawjy/multilingual-psychotherapy-chatbot

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A Multilingual Virtual Guide for Self-Attachment Technique

https://github.com/allenai/wildbench

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WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild

https://github.com/allenai/wildteaming

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WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models

https://github.com/amandacurry/convabuse

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ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI

https://github.com/amandafi/human-writing-vs.-gpt-writing

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Detection of news written by the ChatGPT through authorship attribution performed by a Bidirectional LSTM model

https://github.com/amazon-science/chaitea-chat-interaction-autocomplete

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ChaI-TeA: A Benchmark for Evaluating Autocompletion of Interactions with LLM-based Chatbots

https://github.com/andreamad8/FSB

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Few-Shot Bot: Prompt-Based Learning for Dialogue Systems

https://github.com/anonymous-1759/eqhard-em

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An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation

https://github.com/anonyprojects/recsys-arena

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RecSys Arena: Pair-wise Recommender System Evaluation with Large Language Models

https://github.com/anthay/eliza

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ELIZA Reanimated: The world's first chatbot restored on the world's first time sharing system

https://github.com/anuradha1992/boosting-with-mi-strategy

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Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy

https://github.com/apple/ml-sage-dialog-gen

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SAGE: Steering and Refining Dialog Generation with State-Action Augmentation

https://github.com/artidoro/qlora

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QLoRA: Efficient Finetuning of Quantized LLMs

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