Andrea Madotto
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 126 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Survey of Hallucination in Natural Language Generation
2022/11/17 by Ziwei Ji, Nayeon Lee, Rita Frieske +7 · 345 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Perception Encoder: The best visual embeddings are not at the output of the network
2025/04/17 by Daniel Bolya, Bolya, Daniel, Po-Yao Huang +35 · 2 voices · 102 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
- AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
2023/09/27 by Seungwhan Moon, Andrea Madotto, Moon, Seungwhan +24 · 1 voice · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Embodied AI Agents: Modeling the World
2025/06/27 by Pascale Fung, Yoram Bachrach, Fung, Pascale +39 · 1 voice · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
2020/04/08 by Zhaojiang Lin, Lin, Zhaojiang, Andrea Madotto +3 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- CrossNER: Evaluating Cross-Domain Named Entity Recognition
2020/12/08 by Zihan Liu, Yan Xu, Liu, Zihan +13 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
2025/04/17 by Jang Hyun Cho, Andrea Madotto, Cho, Jang Hyun +54 · 29 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
2019/05/21 by Chien-Sheng Wu, Wu, Chien-Sheng, Andrea Madotto +9 · 6 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #AI in Service Interactions
- Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End\n Task-Oriented Dialog Systems
2018/04/22 by Andrea Madotto, Chien-Sheng Wu, Madotto, Andrea +3 · 3 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Multimodal Machine Learning Applications
- NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias
2022/04/11 by Nayeon Lee, Yejin Bang, Lee, Nayeon +7 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- MoEL: Mixture of Empathetic Listeners
2019/08/21 by Zhaojiang Lin, Lin, Zhaojiang, Andrea Madotto +7 · 3 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts
2023/07/06 by Mounica Maddela, Maddela, Mounica, Megan Ung +9 · 5 citations
Neuroscience · Psychology · #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Mental Health Research Topics #Mind wandering and attention
- Continual Learning in Task-Oriented Dialogue Systems
2020/12/31 by Andrea Madotto, Madotto, Andrea, Zhaojiang Lin +15 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling
2021/06/05 by Zhaojiang Lin, Lin, Zhaojiang, Andrea Madotto +13 · 2 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text
2022/10/26 by Seungwhan Moon, Andrea Madotto, Moon, Seungwhan +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Learning Fast Adaptation on Cross-Accented Speech Recognition
2020/03/04 by Genta Indra Winata, Samuel Cahyawijaya, Winata, Genta Indra +11 · 1 citation
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Assessing Political Prudence of Open-domain Chatbots
2021/06/11 by Yejin Bang, Bang, Yejin, Nayeon Lee +7 · 1 citation
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
- Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
2025/06/06 by Yichi Zhang, Zhang, Yichi, Dong Xin +12 · 2 citations
Computer Science · Psychology · #Multimodal Machine Learning Applications #Topic Modeling #Social Robot Interaction and HRI