Antoine Bordes
26 papers · 2005–2020 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (53) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(14)
π
Keyword Champion
(2)
π§
Keyword Pioneer
π§¬
Topic Evolution
π€
Dynamic Duo
(13)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(119)
π
Trend Setter
π
Renaissance Researcher
(7)
π₯
Unstoppable Β· Silver
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(10)
Artificial Intelligence
(8)
Deep Learning
(8)
Core AI
(8)
Core Methods
(8)
Learning Types Β· Deep Learning
(7)
Generation
(6)
Learning Types Β· Machine Learning
(6)
Applications
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Computer Vision
(3)
Application Areas
(3)
Architectures
(3)
Keywords
dialogue system
(4)
conversational ai
(3)
large-scale learning
(3)
online learning
(2)
neural network
(2)
multimodal learning
(2)
support vector machine
(2)
knowledge base
(2)
active learning
(2)
knowledge graph
(2)
multi-relational data
(2)
stochastic gradient descent
(2)
multi-task learning
(2)
information retrieval
(2)
quasi-newton method
(2)
question answering
(2)
curriculum learning
(1)
style transfer
(1)
sparse representation
(1)
unsupervised pretraining
(1)
Papers
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
ACL 2020
Generating Fact Checking Briefs
EMNLP 2020
Image-Chat: Engaging Grounded Conversations
ACL 2020
Engaging Image Captioning via Personality
CVPR 2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot!
ACL 2019
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs
EMNLP 2019
Training Millions of Personalized Dialogue Agents
EMNLP 2018
Fader Networks:Manipulating Images by Sliding Attributes
NeurIPS 2017
ParlAI: A Dialog Research Software Platform
EMNLP 2017
Reading Wikipedia to Answer Open-Domain Questions
ACL 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
EMNLP 2017
Key-Value Memory Networks for Directly Reading Documents
EMNLP 2016
Composing Relationships with Translations
EMNLP 2015
Embedding Methods for Natural Language Processing
EMNLP 2014
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction
EACL 2014
Question Answering with Subgraph Embeddings
EMNLP 2014
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction
EMNLP 2013
Translating Embeddings for Modeling Multi-relational Data
NeurIPS 2013
A latent factor model for highly multi-relational data
NeurIPS 2012
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
AISTATS 2012
Deep Sparse Rectifier Neural Networks
AISTATS 2011
Erratum: SGDQN is Less Careful than Expected
JMLR 2010
Guarantees for Approximate Incremental SVMs
AISTATS 2010
Towards Understanding Situated Natural Language
AISTATS 2010
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent
JMLR 2009
Fast Kernel Classifiers with Online and Active Learning
JMLR 2005