Andrea Madotto

Best Publications

• Survey of Hallucination in Natural Language Generation

  Unknown

  2679
  Citations

• Plug and Play Language Models: A Simple Approach to Controlled Text Generation

  Unknown

  546
  Citations

• Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems

  Chien-Sheng Wu;Andrea Madotto;Ehsan Hosseini-Asl;Caiming Xiong

  443
  Citations

• MoEL: Mixture of Empathetic Listeners.

  Zhaojiang Lin;Andrea Madotto;Jamin Shin;Peng Xu

  206
  Citations

• Personalizing Dialogue Agents via Meta-Learning

  Andrea Madotto;Zhaojiang Lin;Chien-sheng Wu;Pascale Ngan Fung

  188
  Citations

• MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

  Zhaojiang Lin;Andrea Madotto;Genta Indra Winata;Pascale Fung

  153
  Citations

• Plug and Play Language Models: A Simple Approach to Controlled Text Generation

  Unknown

  131
  Citations

• CrossNER: Evaluating Cross-Domain Named Entity Recognition

  Zihan Liu;Yan Xu;Tiezheng Yu;Wenliang Dai

  125
  Citations

• Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences

  Genta Indra Winata;Andrea Madotto;Chien-Sheng Wu;Pascale Fung

  93
  Citations

• Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning.

  Zhaojiang Lin;Andrea Madotto;Pascale Fung

  93
  Citations

• Survey of Hallucination in Natural Language Generation

  Unknown

  91
  Citations

• Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training

  Peng Xu;Andrea Madotto;Chien-Sheng Wu;Ji Ho Park

  81
  Citations

• Learning Fast Adaptation on Cross-Accented Speech Recognition

  Genta Indra Winata;Samuel Cahyawijaya;Zihan Liu;Zhaojiang Lin

  79
  Citations

• Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables

  Zihan Liu;Jamin Shin;Yan Xu;Genta Indra Winata

  75
  Citations

• Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding

  Unknown

  71
  Citations

• Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding

  Unknown

  71
  Citations

• Continual Learning in Task-Oriented Dialogue Systems

  Unknown

  68
  Citations

• Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking.

  Zhaojiang Lin;Bing Liu;Seungwhan Moon;Paul A. Crook

  60
  Citations

• Learning Fast Adaptation on Cross-Accented Speech Recognition

  Genta Indra Winata;Samuel Cahyawijaya;Zihan Liu;Zhaojiang Lin

  58
  Citations

• The Adapter-Bot: All-In-One Controllable Conversational Model.

  Andrea Madotto;Zhaojiang Lin;Yejin Bang;Pascale Fung

  54
  Citations