J. Weston

B. Scholkopf, S. Mika, G. Ratsch, 1999, Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468).

The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations pdf

Jason Weston, Felix Hill, Antoine Bordes, 2015, ICLR.

The Need for Open Source Software in Machine Learning

Carl E. Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, 2007, J. Mach. Learn. Res..

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

Jason Weston, Antoine Bordes, Tomas Mikolov, 2015, ICLR.

Large scale image annotation: learning to rank with joint word-image embeddings

Jason Weston, Samy Bengio, Nicolas Usunier, 2010, Machine Learning.

Recipes for Building an Open-Domain Chatbot pdf

Mary Williamson, Jason Weston, Myle Ott, 2020, EACL.

#TagSpace: Semantic Embeddings from Hashtags

Jason Weston, Sumit Chopra, Keith Adams, 2014, EMNLP.

A kernel method for multi-labelled classification

Jason Weston, André Elisseeff, J. Weston, 2001, NIPS.

Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems pdf

Xiang Zhang, Jason Weston, Antoine Bordes, 2015, ICLR.

Weakly Supervised Memory Networks pdf

Jason Weston, Rob Fergus, Arthur Szlam, 2015, ArXiv.

Large-scale Simple Question Answering with Memory Networks pdf

Jason Weston, Antoine Bordes, Nicolas Usunier, 2015, ArXiv.

Reading Wikipedia to Answer Open-Domain Questions

Jason Weston, Danqi Chen, Antoine Bordes, 2017, ACL.

Kernel Dependency Estimation

Bernhard Schölkopf, Jason Weston, André Elisseeff, 2002, NIPS.

Feature Selection for SVMs

Sayan Mukherjee, Jason Weston, Tomaso A. Poggio, 2000, NIPS.

On the Pre-Image Problem in Kernel Methods

J. Weston, B. Schölkopf, G. Camps-Valls, 2007 .

Identifying remote protein homologs by network propagation

William Stafford Noble, J. Weston, C. Leslie, 2005, The FEBS journal.

Supervised semantic indexing

Yanjun Qi, Jason Weston, Bing Bai, 2009, ECIR.

Personalizing Dialogue Agents: I have a dog, do you have pets too?

Jason Weston, Douwe Kiela, Arthur Szlam, 2018, ACL.

Learning to Speak and Act in a Fantasy Text Adventure Game pdf

Jason Weston, Douwe Kiela, Arthur Szlam, 2019, EMNLP.

Semi-supervised learning for peptide identification from shotgun proteomics datasets

William Stafford Noble, J. Weston, M. MacCoss, 2007, Nature Methods.

Large scale manifold transduction

Jason Weston, Ayse Erkan, Ronan Collobert, 2008, ICML '08.

The Second Conversational Intelligence Challenge (ConvAI2) pdf

Joelle Pineau, Alexander I. Rudnicky, Jason Weston, 2019, The NeurIPS '18 Competition.

Training highly multiclass classifiers

Maya R. Gupta, Jason Weston, Samy Bengio, 2014, J. Mach. Learn. Res..

Solving multiclass support vector machines with LaRank

Jason Weston, Patrick Gallinari, Antoine Bordes, 2007, ICML '07.

ELI5: Long Form Question Answering pdf

Jason Weston, Ethan Perez, Angela Fan, 2019, ACL.

Density Estimation using Support Vector Machines

Jason Weston, Alexander Gammerman, Vladimir Vovk, 1998 .

Combining labeled and unlabeled data with word-class distribution learning

Yanjun Qi, Jason Weston, Koray Kavukcuoglu, 2009, CIKM.

Why Build an Assistant in Minecraft? pdf

Jason Weston, Zhuoyuan Chen, Armand Joulin, 2019, ArXiv.

A Composite of Heterogeneous Sources Recommenders (CHR)

Jingyu Sun, Jason Weston, Xiangnan He, 2020 .

Translating Embeddings for Modeling Multi-relational Data

Jason Weston, Oksana Yakhnenko, Antoine Bordes, 2013, NIPS.

Transductive Inference for Estimating Values of Functions

Jason Weston, Olivier Chapelle, Vladimir Vapnik, 1999, NIPS.

Ranking on Data Manifolds

Bernhard Schölkopf, Jason Weston, Arthur Gretton, 2003, NIPS.

Learning Structured Embeddings of Knowledge Bases

Jason Weston, Yoshua Bengio, Antoine Bordes, 2011, AAAI.

A Neural Attention Model for Sentence Summarization

Jason Weston, Alexander M. Rush, Sumit Chopra, 2015 .

Towards Understanding Situated Natural Language

Jason Weston, Antoine Bordes, Nicolas Usunier, 2010, AISTATS.

Large Scale Transductive SVMs

Jason Weston, Léon Bottou, Ronan Collobert, 2006, J. Mach. Learn. Res..

Mismatch String Kernels for SVM Protein Classification

Jason Weston, Eleazar Eskin, William Stafford Noble, 2002, NIPS.

Joint Kernel Maps

Bernhard Schölkopf, Jason Weston, Olivier Bousquet, 2005, IWANN.

Training Invariant SVMs Using Selective Sampling

Jason Weston, Dennis DeCoste, Léon Bottou, 2007 .

Large-Scale Kernel Machines (Neural Information Processing)

Jason Weston, Dennis DeCoste, Léon Bottou, 2007 .

Gene functional classification from heterogeneous data

Jason Weston, William Noble Grundy, Jinsong Cai, 2001, RECOMB.

Polynomial Semantic Indexing

Yanjun Qi, Jason Weston, Bing Bai, 2009, NIPS.

Large-Scale Semi-Supervised Learning

Jason Weston, J. Weston, 2007, NATO ASI Mining Massive Data Sets for Security.

Vicinal Risk Minimization

Jason Weston, Léon Bottou, Olivier Chapelle, 2000, NIPS.

Invariant Feature Extraction and Classification in Kernel Spaces

Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, 1999, NIPS.

Detecting Remote Evolutionary Relationships among Proteins by Large-Scale Semantic Embedding

Jason Weston, William Stafford Noble, Christina S. Leslie, 2011, PLoS Comput. Biol..

A user's guide to support vector machines.

Jason Weston, Asa Ben-Hur, J. Weston, 2010, Methods in molecular biology.

Large-Scale Learning with String Kernels

Jason Weston, Dennis DeCoste, Léon Bottou, 2007 .

Combining classifiers for improved classification of proteins from sequence or structure

Jason Weston, William Stafford Noble, Christina S. Leslie, 2008, BMC Bioinformatics.

Rankprop: a web server for protein remote homology detection

Jason Weston, William Stafford Noble, Christina S. Leslie, 2008, Bioinform..

Protein ranking: from local to global structure in the protein similarity network.

Jason Weston, William Stafford Noble, Dengyong Zhou, 2004, Proceedings of the National Academy of Sciences of the United States of America.

Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

Jason Weston, Kurt Shuster, Samuel Humeau, 2020, ICLR.

Protein Ranking by Semi-Supervised Network Propagation

Jason Weston, William Stafford Noble, Christina S. Leslie, 2006, BMC Bioinformatics.

1 Trading Convexity for Scalability

J. Weston, L. Bottou, Ronan Collobert, 2008 .

Improvements to the percolator algorithm for Peptide identification from shotgun proteomics data sets.

William Stafford Noble, J. Weston, L. Bottou, 2009, Journal of proteome research.

ENGAGING IMAGE CAPTIONING

Antoine Bordes, J. Weston, Samuel Humeau, 2018 .

Q : How many of Warsaw ' s inhabitants   spoke Polish in 1933 ?

J. Weston, Adam Fisch, Danqi Chen, 2017 .

Recipes for Safety in Open-domain Chatbots

J. Weston, Y-Lan Boureau, Emily Dinan, 2020, ArXiv.

Semi-Supervised Neural Networks for Efficient Hyperspectral Image Classification

Jason Weston, Gustavo Camps-Valls, Frédéric Ratle, 2009 .

Multi-class protein fold recognition using adaptive codes

Jason Weston, William Stafford Noble, Christina S. Leslie, 2005, ICML.

Direct Maximization of Protein Identifications from Tandem Mass Spectra*

William Stafford Noble, J. Weston, M. MacCoss, 2011, Molecular & Cellular Proteomics.

Supplementary for ECIR 2014 Paper “ Deep Learning for Character-based Information Extraction on Chinese and Protein Sequence ”

J. Weston, Ronan Collobert, Yanjun Qi, 2014 .

Supervised Semantic Indexing for Ranking Documents

J. Weston, David Grangier, Ronan Collobert, 2009 .

Building SVMs with Reduced Classifier Complexity

Jason Weston, Dennis DeCoste, Léon Bottou, 2007 .

Learning Through Dialogue Interactions pdf

Jason Weston, Marc'Aurelio Ranzato, Jiwei Li, 2016, ArXiv.

KDD Cup 2001 data analysis: prediction of molecular bioactivity for drug Design-Binding to Thrombin

Bernhard Schölkopf, Jason Weston, André Elisseeff, 2001, Knowledge Discovery and Data Mining.

A Kernel Approach for Learning from Almost Orthogonal Patterns

Bernhard Schölkopf, Jason Weston, Eleazar Eskin, 2002, European Conference on Principles of Data Mining and Knowledge Discovery.

The Improved Fast Gauss Transform with Applications to Machine Learning

Jason Weston, Dennis DeCoste, Léon Bottou, 2007 .

Label Ranking under Ambiguous Supervision: An Application for Learning Semantic Correspondences

Jason Weston, Antoine Bordes, Nicolas Usunier, 2010 .

Recipes for Safety in Open-domain Chatbots pdf

Jason Weston, Y-Lan Boureau, Jing Xu, 2020, ArXiv.

A Distributed Sequential Solver for Large-Scale SVMs

Jason Weston, Dennis DeCoste, Léon Bottou, 2007 .

Data cleaning algorithms with applications to micro-array experiments

Jason Weston, Isabelle Guyon, Olivier Chapelle, 2001 .

Director: Generator-Classifiers For Supervised Language Modeling

J. Weston, Sainbayar Sukhbaatar, Kurt Shuster, 2022, AACL.

Connecting Large-Scale Knowledge Bases and Natural Language

Jason Weston, Antoine Bordes, Antoine Bordes, 2013 .

Semi-supervised Protein Classification Using Cluster Kernels

Jason Weston, William Stafford Noble, Christina S. Leslie, 2003, NIPS.

Multi-Modal Open-Domain Dialogue pdf

Jason Weston, Eric Michael Smith, Kurt Shuster, 2020, EMNLP.

Contextualized Role Interaction for Neural Machine Translation

Jason Weston, Kyunghyun Cho, Douwe Kiela, 2018 .

Machine Learning approaches to protein ranking: discriminative, semi-supervised, scalable algorithms

Jason Weston, Elisseeff A Leslie C, Ws Noble, 2003 .

Extension of the nu-SVM range for classification

Bernhard Schölkopf, Jason Weston, Bernhard Schölkopf, 2003 .

Training Highly Multi-class Linear Classifiers

Maya R. Gupta, Jason Weston, Samy Bengio, 2014 .

Talk The Walk: Navigating Grids in New York City through Grounded Dialogue

Jason Weston, Dhruv Batra, Douwe Kiela, 2018 .

Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents pdf

Jason Weston, Y-Lan Boureau, Eric Michael Smith, 2022, NLP4CONVAI.

Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

J. Weston, Kurt Shuster, Samuel Humeau, 2019, ICLR.

N EURAL T EXT DE G ENERATION WITH U NLIKELIHOOD T RAINING

J. Weston, Kyunghyun Cho, Emily Dinan, 2019 .

A user's guide to support vector machines.

J. Weston, A. Ben-Hur, Asa Ben-Hur, 2010, Methods in molecular biology.

Supplement to “ Direct maximization of protein identifications from tandem mass spectra ”

J. Weston, William Stafford Noble, M. MacCoss, 2009 .

BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage

Eric Michael Smith, J. Weston, Naman Goyal, 2022, ArXiv.

Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls

J. Weston, Y-Lan Boureau, Da Ju, 2022, ArXiv.

Adversarial NLI: A New Benchmark for Natural Language Understanding

J. Weston, Adina Williams, Douwe Kiela, 2019, ACL.

When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels

J. Weston, Kurt Shuster, Emily Dinan, 2022, ArXiv.

Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback

J. Weston, Y-Lan Boureau, M. Komeili, 2022, ACL.

Adversarial NLI: A New Benchmark for Natural Language Understanding

J. Weston, Adina Williams, Douwe Kiela, 2019, ACL.

The CRINGE Loss: Learning what language not to model

J. Weston, Sainbayar Sukhbaatar, Kurt Shuster, 2022, ACL.

Director: Generator-Classifiers For Supervised Language Modeling

J. Weston, Sainbayar Sukhbaatar, Kurt Shuster, 2022, AACL.

Use of the Zero-Norm with Linear Models and Kernel Methods

Bernhard Schölkopf, Jason Weston, Michael E. Tipping, 2003, J. Mach. Learn. Res..

Extensions to the support vector method

Jason Aaron Edward Weston, J. Weston, 1999 .

Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution

Jason Weston, Alexander M. Rush, Sam Wiseman, 2015, ACL.

NormFormer: Improved Transformer Pretraining with Extra Normalization pdf

Jason Weston, Myle Ott, Sam Shleifer, 2021, ArXiv.

Internet-Augmented Dialogue Generation pdf

Jason Weston, Kurt Shuster, Mojtaba Komeili, 2021, ACL.

Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion

J. Weston, Arthur D. Szlam, Kurt Shuster, 2022, EMNLP.

Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces

Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, 2003, IEEE Trans. Pattern Anal. Mach. Intell..

Dealing with large diagonals in kernel matrices

Jason Weston, William Stafford Noble, Bernhard Schölkopf, 2003 .

A Kernel Approach for Learning from Almost Orthogonal Patterns

Bernhard Schölkopf, Jason Weston, Eleazar Eskin, 2002, PKDD.

Kernel methods for Multi-labelled classification and Categ orical regression problems

Jason Weston, André Elisseeff, J. Weston, 2001, NIPS 2001.

Learning semantic representations of objects and their parts

Jason Weston, Yoshua Bengio, Gal Chechik, 2014, Machine Learning.

Key-Value Memory Networks for Directly Reading Documents

Jason Weston, Amir-Hossein Karimi, Antoine Bordes, 2016, EMNLP.

Learning improved linear transforms for speech recognition

Jason Weston, Youngmin Cho, Andrew W. Senior, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Large Scale Application of Neural Network Based Semantic Role Labeling for Automated Relation Extraction from Biomedical Texts

Jason Weston, Ronan Collobert, Hans-Werner Mewes, 2009, PloS one.

Embedded Methods

Jason Weston, André Elisseeff, Olivier Chapelle, 2006, Feature Extraction.

Semisupervised Neural Networks for Efficient Hyperspectral Image Classification

Jason Weston, Gustavo Camps-Valls, Frédéric Ratle, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Inference with the Universum

Jason Weston, Léon Bottou, Ronan Collobert, 2006, ICML.

A Unified Multitask Architecture for Predicting Local Protein Properties

Yanjun Qi, Jason Weston, William Stafford Noble, 2012, PloS one.

Learning Gene Functional Classifications from Multiple Data Types

Jason Weston, William Stafford Noble, Jinsong Cai, 2002, J. Comput. Biol..

Support vector channel selection in BCI

Bernhard Schölkopf, Jason Weston, Thilo Hinterberger, 2004, IEEE Transactions on Biomedical Engineering.

Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins

Jason Weston, Jaime G. Carbonell, Judith Klein-Seetharaman, 2010, Bioinform..

A Neural Attention Model for Abstractive Sentence Summarization

Alexander M. Rush, J. Weston, S. Chopra, 2015, EMNLP.

Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack

Jason Weston, Emily Dinan, Samuel Humeau, 2019, EMNLP.

Improving Conditioning in Context-Aware Sequence to Sequence Models pdf

Jason Weston, Xinyi Wang, Michael Auli, 2019, ArXiv.

Hash Layers For Large Sparse Models pdf

Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar, 2021, NeurIPS.

Multi-Dimensional Gender Bias Classification pdf

Jason Weston, Adina Williams, Douwe Kiela, 2020, EMNLP.

Staircase Attention for Recurrent Processing of Sequences pdf

Jason Weston, Da Ju, Sainbayar Sukhbaatar, 2021, NeurIPS.

Beyond Goldfish Memory: Long-Term Open-Domain Conversation pdf

Jason Weston, Arthur Szlam, J. Weston, 2021, ACL.

Multi-Tasking with Joint Semantic Spaces for Large-Scale Music Annotation and Retrieval

Jason Weston, Philippe Hamel, Samy Bengio, 2011 .

Neural Text Generation with Unlikelihood Training pdf

Jason Weston, Kyunghyun Cho, Stephen Roller, 2019, ICLR.

Jump to better conclusions: SCAN both left and right

Jason Weston, Kyunghyun Cho, Douwe Kiela, 2018, BlackboxNLP@EMNLP.

A General Regression Framework for Learning String-to-String Mappings

Jason Weston, Mehryar Mohri, Corinna Cortes, 2006 .

Semi-supervised Protein Classification Using Cluster Kernels

Jason Weston, William Stafford Noble, Christina S. Leslie, 2003, NIPS.

Dialogue Natural Language Inference

Jason Weston, Kyunghyun Cho, Arthur Szlam, 2018, ACL.

Can You Put it All Together: Evaluating Conversational Agents’ Ability to Blend Skills pdf

Mary Williamson, Jason Weston, Y-Lan Boureau, 2020, ACL.

Finding Generalizable Evidence by Learning to Convince Q&A Models pdf

Jason Weston, Kyunghyun Cho, Rob Fergus, 2019, EMNLP.

What makes a good conversation? How controllable attributes affect human judgments

Jason Weston, Stephen Roller, Douwe Kiela, 2019, NAACL.

The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation

J. Weston, Doina Precup, T. O’Donnell, 2023, ArXiv.

How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds

Jason Weston, Arthur Szlam, Tim Rocktaschel, 2020, NAACL.

Generating Interactive Worlds with Text pdf

Jason Weston, Douwe Kiela, Arthur Szlam, 2019, AAAI.

Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction pdf

Jason Weston, Oksana Yakhnenko, Antoine Bordes, 2013, EMNLP.

Talk the Walk: Navigating New York City through Grounded Dialogue pdf

Jason Weston, Dhruv Batra, Douwe Kiela, 2018, ArXiv.

Learning End-to-End Goal-Oriented Dialog pdf

Jason Weston, Antoine Bordes, Antoine Bordes, 2016, ICLR.

Fast Semantic Extraction Using a Novel Neural Network Architecture

Martine De Cock, Etienne E. Kerre, Frederik Vynckier, 2007, ACL.

Online (and Offline) on an Even Tighter Budget

Jason Weston, Antoine Bordes, Léon Bottou, 2005, AISTATS.

Statistical Learning and Kernel Methods in Bioinformatics

Isabelle Guyon, Bernhard Schölkopf, Jason Weston, 2003 .

I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling pdf

Mohit Bansal, Mary Williamson, Jason Weston, 2020, ACL.

Don’t Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training

J. Weston, Kyunghyun Cho, Y-Lan Boureau, 2019, ACL.

Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions

Eric Michael Smith, Antoine Bordes, J. Weston, 2020, ArXiv.

Learning to Find Pre-Images

Bernhard Schölkopf, Jason Weston, Gökhan H. Bakir, 2003, NIPS.

Engaging Image Captioning via Personality

Jason Weston, Antoine Bordes, Hexiang Hu, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Retrieve and Refine: Improved Sequence Generation Models For Dialogue

Jason Weston, Emily Dinan, Alexander H. Miller, 2018, SCAI@EMNLP.

Director: Generator-Classifiers For Supervised Language Modeling

J. Weston, Sainbayar Sukhbaatar, Kurt Shuster, 2022, AACL.

Bot-Adversarial Dialogue for Safe Conversational Agents

Jason Weston, Y-Lan Boureau, Emily Dinan, 2021, NAACL.

Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue

Pararth Shah, Jason Weston, Y-Lan Boureau, 2019, EMNLP.

The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents

J. Weston, Y-Lan Boureau, Kurt Shuster, 2019, ACL.

Dialog-based Language Learning

Jason Weston, J. Weston, 2016, NIPS.

A semantic matching energy function for learning with multi-relational data

Antoine Bordes, Xavier Glorot, J. Weston, 2013, Machine Learning.

ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons pdf

Jason Weston, Stephen Roller, Margaret Li, 2019, ArXiv.

Queens Are Powerful Too: Mitigating Gender Bias in Dialogue Generation

J. Weston, Adina Williams, Douwe Kiela, 2019, EMNLP.

Large Language Model Programs

J. Schmidhuber, J. Weston, Sainbayar Sukhbaatar, 2023, ArXiv.

Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity pdf

Jason Weston, Arthur Szlam, Kurt Shuster, 2021, NAACL-HLT.

Reason first, then respond: Modular Generation for Knowledge-infused Dialogue pdf

Jason Weston, Arthur Szlam, Kurt Shuster, 2021, EMNLP.

Deploying Lifelong Open-Domain Dialogue Learning pdf

Jason Weston, Arthur Szlam, Emily Dinan, 2020, ArXiv.

Learning from Dialogue after Deployment: Feed Yourself, Chatbot! pdf

Jason Weston, Antoine Bordes, Braden Hancock, 2019, ACL.

SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition

Jason Weston, William Stafford Noble, Christina S. Leslie, 2007, BMC Bioinformatics.

Improving Open Language Models by Learning from Organic Interactions

Eric Michael Smith, J. Weston, Sainbayar Sukhbaatar, 2023, ArXiv.

Image-Chat: Engaging Grounded Conversations

Antoine Bordes, J. Weston, Kurt Shuster, 2018, ACL.

Latent Collaborative Retrieval pdf

Chong Wang, Jason Weston, Ron J. Weiss, 2012, ICML.

Label Partitioning For Sublinear Ranking

Jason Weston, Ameesh Makadia, Hector Yee, 2013, ICML.

Tracking the World State with Recurrent Entity Networks pdf

Jason Weston, Yann LeCun, Antoine Bordes, 2016, ICLR.

Learning to rank recommendations with the k-order statistic loss

Jason Weston, Ron J. Weiss, Hector Yee, 2013, RecSys.

Open Question Answering with Weakly Supervised Embedding Models

Jason Weston, Antoine Bordes, Nicolas Usunier, 2014, ECML/PKDD.

Under Review as a Conference Paper at Iclr 2017 Learning through Dialogue Interactions

Alexander H. Miller, J. Weston, S. Chopra, 2016 .

Wizard of Wikipedia: Knowledge-Powered Conversational agents

J. Weston, Michael Auli, Angela Fan, 2018, ICLR.

I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents pdf

Jason Weston, Douwe Kiela, Arthur Szlam, 2019, ArXiv.

Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers pdf

Jason Weston, Kurt Shuster, Samuel Humeau, 2019, ArXiv.

Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots

Jason Weston, Arthur Szlam, Emily Dinan, 2021, FINDINGS.

Leveraging Implicit Feedback from Deployment Data in Dialogue

Richard Yuanzhe Pang, J. Weston, Kyunghyun Cho, 2023, ArXiv.

Emergent Translation in Multi-Agent Communication pdf

Jason Lee, Jason Weston, Kyunghyun Cho, 2017, ICLR.

Knowledge-powered Conversational agents

J. Weston, Michael Auli, Kurt Shuster, 2018 .

Importance of a Search Strategy in Neural Dialogue Modelling pdf

Jason Weston, Kyunghyun Cho, Ilya Kulikov, 2018, ArXiv.

Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

Jason Weston, Kurt Shuster, Samuel Humeau, 2019 .

Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction

Yanjun Qi, Vladimir Pavlovic, Jason Weston, 2010, ECML/PKDD.

Multi-class Protein Classification Using Adaptive Codes

Jason Weston, William Stafford Noble, Christina S. Leslie, 2007, J. Mach. Learn. Res..

Vehicle Communication Strategies for Simulated Highway Driving

Jason Weston, Kyunghyun Cho, Ilya Kulikov, 2018, 1804.07178.

Learning to Reason and Memorize with Self-Notes

J. Weston, Sainbayar Sukhbaatar, Jack Lanchantin, 2023, arXiv.org.

Adaptive margin support vector machines for classification

Ralf Herbrich, J. Weston, J. Weston, 1999 .

Joint Image and Word Sense Discrimination for Image Retrieval

Jason Weston, Aurélien Lucchi, J. Weston, 2012, ECCV.

Mismatch string kernels for discriminative protein classification

William Stafford Noble, J. Weston, E. Eskin, 2004, Bioinform..

Deep Learning for Character-Based Information Extraction

Yanjun Qi, Jason Weston, Ronan Collobert, 2014, ECIR.

Not All Memories are Created Equal: Learning to Forget by Expiring

Jason Weston, Arthur Szlam, Da Ju, 2021, ICML.

Affinity Weighted Embedding

Ron J. Weiss, J. Weston, H. Yee, 2013, ICML.

Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent pdf

Jason Weston, Zhilin Yang, Douwe Kiela, 2017, ICLR.

All-in-One Image-Grounded Conversational Agents pdf

Jason Weston, Y-Lan Boureau, Kurt Shuster, 2019, ArXiv.

Breaking SVM Complexity with Cross-Training

Jason Weston, Léon Bottou, Gökhan H. Bakir, 2004, NIPS.

Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings pdf

Jason Weston, Yoshua Bengio, Antoine Bordes, 2011, ArXiv.

Semantic Frame Identification with Distributed Word Representations

Jason Weston, Kuzman Ganchev, Dipanjan Das, 2014, ACL.

User Conditional Hashtag Prediction for Images

Emily Denton, Jason Weston, Rob Fergus, 2015, KDD.

Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences

Jason Weston, Antoine Bordes, Nicolas Usunier, 2010, ICML.

Tumor Clustering and Gene Selection Techniques - A Survey

A. K. Santra, S. Praba, J. Weston, 2012 .

Proceedings of the 1st Workshop on Representation Learning for NLP

Jason Weston, Shay B. Cohen, Kyunghyun Cho, 2016 .

Half Transductive Ranking

Jason Weston, Bing Bai, Mehryar Mohri, 2010, AISTATS.

Feature selection and transduction for prediction of molecular bioactivity for drug design

Bernhard Schölkopf, Jason Weston, Fernando Pérez-Cruz, 2003, Bioinform..

Talk the Walk: Navigating New York City through Grounded Dialogue

Harm de Vries, J. Weston, Douwe Kiela, 2018, ArXiv.

Nonlinear latent factorization by embedding multiple user interests

Jason Weston, Ron J. Weiss, Hector Yee, 2013, RecSys.

Statistical Learning Theory in Practice

Jason Weston, J. Weston, 2013, Empirical Inference.

SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition

William Stafford Noble, J. Weston, C. Leslie, 2007, BMC Bioinformatics.

Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models

J. Weston, Kurt Shuster, Jack Urbanek, 2023, ArXiv.

Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces pdf

Jason Weston, Samy Bengio, Philippe Hamel, 2011, ArXiv.