Combinatorics of Creativity
Nobel Foundation Conference 2024
Declarative Machine Learning Systems
arXiv 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
NeurIPS 2021
Controllable Text Generation with Focused Variation
EMNLP 2020
Exploration Based Language Learning for Text-Based Games
IJCAI 2020
Joint Contextual Modeling for ASR Correction and Language Understanding
ICASSP 2020
Joint Contextual Modeling for ASR Correction and Language Understanding
ICASSP 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform
arXiv 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation
ICLR 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation
ICLR 2020
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning
SIGDIAL 2019
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning
SIGDIAL 2019
Flexibly-Structured Model for Task-Oriented Dialogues
SIGDIAL 2019
Ludwig: a type-based declarative deep learning toolbox
arXiv 2019
Meta-Graph: Few shot Link Prediction via Meta-Learning
Graph Representation Learning Workshop @ NeurIPS 2019
Meta-Graph: Few shot Link Prediction via Meta-Learning
Graph Representation Learning Workshop @ NeurIPS 2019
Modeling Multi-Action Policy for Task-Oriented Dialogues
EMNLP 2019
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae
ACL 2019
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae
ACL 2019
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
NeurIPS 2018
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
NeurIPS 2018
COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks
KDD 2018
COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks
KDD 2018
Incorporating the Structure of the Belief State in End-to-End Task-Oriented Dialogue Systems
Conversational AI Workshop @ NeurIPS 2018
Incorporating the Structure of the Belief State in End-to-End Task-Oriented Dialogue Systems
Conversational AI Workshop @ NeurIPS 2018
Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models
TVCG 2018
Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models
TVCG 2018
Methods and systems for fast, adaptive correction of misspells
US 2018/0107643 A1 2018
Characterizing how Visual Question Answering models scale with the world
ViGIL @ NIPS 2017
Social Question Answering: Textual, User, and Network Features for Best Answer Prediction
TOIS 2016
Social Question Answering: Textual, User, and Network Features for Best Answer Prediction
TOIS 2016
Playing with knowledge: A virtual player for "Who Wants to Be a Millionaire?" that leverages question answering techniques
Artificial Intelligence 2015
Playing with knowledge: A virtual player for "Who Wants to Be a Millionaire?" that leverages question answering techniques
Artificial Intelligence 2015
Semantic Models for Question Answering
PhD Thesis @ UniBa 2015
Distributed Representations for Semantic Matching in non-factoid Question Answering
SMIR @ SIGIR 2014
Distributed Representations for Semantic Matching in non-factoid Question Answering
SMIR @ SIGIR 2014
A Virtual Player for "Who Wants to Be a Millionaire?" based on Question Answering
AI*IA 2013
A Virtual Player for "Who Wants to Be a Millionaire?" based on Question Answering
AI*IA 2013
Distributional Semantics for Answer Re-ranking in Question Answering
IIR 2013
Distributional Semantics for Answer Re-ranking in Question Answering
IIR 2013
Fast Fuzzy Inference in Octave
International Journal on Computational Intelligence Systems 2013
Fast Fuzzy Inference in Octave
International Journal on Computational Intelligence Systems 2013
Exploiting Distributional Semantic Models in Question Answering
ICSC 2012
QuestionCube: a Framework for Question Answering
IIR 2012
Semantic Models for Answer Re-ranking in Question Answering
SIGIR 2012
Motivating Serendipitous Encounters in Museum Recommendations
Advances in Distributed Agent-Based Retrieval Tools 2011
Motivating Serendipitous Encounters in Museum Recommendations
Advances in Distributed Agent-Based Retrieval Tools 2011
Serendipitous Encounters along Dynamically Personalized Museum Tours
IIR 2010