Jason Weston

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Leveraging Implicit Feedback from Deployment Data in Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Chain-of-Verification Reduces Hallucination in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Some things are more CRINGE than others: Preference Optimization with the Pairwise Cringe Loss.

[BibT_eX]

[DOI]

CoRR, 2023

System 2 Attention (is something you might need too).

[BibT_eX]

[DOI]

Sainbayar Sukhbaatar

CoRR, 2023

Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading.

[BibT_eX]

[DOI]

CoRR, 2023

The HCI Aspects of Public Deployment of Research Chatbots: A User Study, Design Recommendations, and Open Challenges.

[BibT_eX]

[DOI]

CoRR, 2023

Improving Open Language Models by Learning from Organic Interactions.

[BibT_eX]

[DOI]

CoRR, 2023

Large Language Model Programs.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Jackie Chi Kit Cheung

CoRR, 2023

Infusing Commonsense World Models with Graph Knowledge.

[BibT_eX]

[DOI]

CoRR, 2023

Learning to Reason and Memorize with Self-Notes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

The CRINGE Loss: Learning what language not to model.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Staircase Attention for Recurrent Processing of Sequences.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Director: Generator-Classifiers For Supervised Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

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

[BibT_eX]

[DOI]

Jing Xu

Arthur Szlam

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Internet-Augmented Dialogue Generation.

[BibT_eX]

[DOI]

Mojtaba Komeili

Kurt Shuster

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

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

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

2021

NormFormer: Improved Transformer Pretraining with Extra Normalization.

[BibT_eX]

[DOI]

Sam Shleifer

Myle Ott

CoRR, 2021

Hash Layers For Large Sparse Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Bot-Adversarial Dialogue for Safe Conversational Agents.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

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

[BibT_eX]

[DOI]

Prithviraj Ammanabrolu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

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

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Multi-Modal Open-Domain Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Retrieval Augmentation Reduces Hallucination in Conversation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Recipes for Building an Open-Domain Chatbot.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

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

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Recipes for Safety in Open-domain Chatbots.

[BibT_eX]

[DOI]

CoRR, 2020

Deploying Lifelong Open-Domain Dialogue Learning.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Recipes for building an open-domain chatbot.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Neural Text Generation With Unlikelihood Training.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Multi-Dimensional Gender Bias Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Image-Chat: Engaging Grounded Conversations.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Adversarial NLI: A New Benchmark for Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Generating Interactive Worlds with Text.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

All-in-One Image-Grounded Conversational Agents.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Conditioning in Context-Aware Sequence to Sequence Models.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Margaret Li

Stephen Roller

CoRR, 2019

Why Build an Assistant in Minecraft?

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

The Second Conversational Intelligence Challenge (ConvAI2).

[BibT_eX]

[DOI]

Alexander I. Rudnicky

CoRR, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Importance of Search and Evaluation Strategies in Neural Dialogue Modeling.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Natural Language Generation, 2019

Wizard of Wikipedia: Knowledge-Powered Conversational Agents.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Engaging Image Captioning via Personality.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Dialogue Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Learning from Dialogue after Deployment: Feed Yourself, Chatbot!

[BibT_eX]

[DOI]

Braden Hancock

Pierre-Emmanuel Mazaré

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ELI5: Long Form Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Engaging Image Chat: Modeling Personality in Grounded Dialogue.

[BibT_eX]

[DOI]

CoRR, 2018

Importance of a Search Strategy in Neural Dialogue Modelling.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Vehicle Community Strategies.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Emergent Translation in Multi-Agent Communication.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Retrieve and Refine: Improved Sequence Generation Models For Dialogue.

[BibT_eX]

[DOI]

Emily Dinan

Alexander H. Miller

Proceedings of the 2nd International Workshop on Search-Oriented Conversational AI, 2018

Jump to better conclusions: SCAN both left and right.

[BibT_eX]

[DOI]

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

StarSpace: Embed All The Things!

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Memory Networks for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Learning through Dialogue Interactions by Asking Questions.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Dialogue Learning With Human-in-the-Loop.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Tracking the World State with Recurrent Entity Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Learning End-to-End Goal-Oriented Dialog.

[BibT_eX]

[DOI]

Y-Lan Boureau

Proceedings of the 5th International Conference on Learning Representations, 2017

ParlAI: A Dialog Research Software Platform.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Reading Wikipedia to Answer Open-Domain Questions.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

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

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

Learning Through Dialogue Interactions.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

Learning End-to-End Goal-Oriented Dialog.

[BibT_eX]

[DOI]

CoRR, 2016

Dialog-based Language Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Key-Value Memory Networks for Directly Reading Documents.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Weakly Supervised Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Large-scale Simple Question Answering with Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2015

End-To-End Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

User Conditional Hashtag Prediction for Images.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A Neural Attention Model for Abstractive Sentence Summarization.

[BibT_eX]

[DOI]

Alexander M. Rush

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Learning semantic representations of objects and their parts.

[BibT_eX]

[DOI]

Mach. Learn., 2014

A semantic matching energy function for learning with multi-relational data - Application to word-sense disambiguation.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Introduction to the special issue on learning semantics.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Training highly multiclass classifiers.

[BibT_eX]

[DOI]

Maya R. Gupta

J. Mach. Learn. Res., 2014

Open Question Answering with Weakly Supervised Embedding Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

#TagSpace: Semantic Embeddings from Hashtags.

[BibT_eX]

[DOI]

Keith Adams

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Question Answering with Subgraph Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Deep Learning for Character-Based Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2014

Semantic Frame Identification with Distributed Word Representations.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Irreflexive and Hierarchical Relations as Translations

[BibT_eX]

[DOI]

CoRR, 2013

Affinity Weighted Embedding

[BibT_eX]

[DOI]

Ron J. Weiss

Proceedings of the 1st International Conference on Learning Representations, 2013

A Semantic Matching Energy Function for Learning with Multi-relational Data

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Learning Representations, 2013

Learning to rank recommendations with the k-order statistic loss.

[BibT_eX]

[DOI]

Ron J. Weiss

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Nonlinear latent factorization by embedding multiple user interests.

[BibT_eX]

[DOI]

Ron J. Weiss

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Translating Embeddings for Modeling Multi-relational Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Label Partitioning For Sublinear Ranking.

[BibT_eX]

[DOI]

Ameesh Makadia

Proceedings of the 30th International Conference on Machine Learning, 2013

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

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Statistical Learning Theory in Practice.

[BibT_eX]

[DOI]

Proceedings of the Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik, 2013

2012

Deep Learning via Semi-supervised Embedding.

[BibT_eX]

[DOI]

Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Latent Structured Ranking.

[BibT_eX]

[DOI]

John Blitzer

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Latent Collaborative Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Learning improved linear transforms for speech recognition.

[BibT_eX]

[DOI]

Andrew W. Senior

Youngmin Cho

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Joint Image and Word Sense Discrimination for Image Retrieval.

[BibT_eX]

[DOI]

Aurélien Lucchi

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

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

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2011

Natural Language Processing (Almost) from Scratch.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2011

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

[BibT_eX]

[DOI]

CoRR, 2011

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

[BibT_eX]

[DOI]

Philippe Hamel

CoRR, 2011

WSABIE: Scaling Up to Large Vocabulary Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Learning Structured Embeddings of Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Semisupervised Neural Networks for Efficient Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Frédéric Ratle

Gustavo Camps-Valls

IEEE Trans. Geosci. Remote. Sens., 2010

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

[BibT_eX]

[DOI]

Mach. Learn., 2010

Towards Understanding Situated Natural Language.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Half Transductive Ranking.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Learning to rank with (a lot of) word features.

[BibT_eX]

[DOI]

Inf. Retr., 2010

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

[BibT_eX]

[DOI]

Yanjun Qi

Öznur Tastan

Jaime G. Carbonell

Judith Klein-Seetharaman

Bioinform., 2010

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

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Label Embedding Trees for Large Multi-Class Tasks.

[BibT_eX]

[DOI]

David Grangier

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009

RANKPROP: a web server for protein remote homology detection.

[BibT_eX]

[DOI]

Bioinform., 2009

Polynomial Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Deep learning from temporal coherence in video.

[BibT_eX]

[DOI]

Hossein Mobahi

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Curriculum learning.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Semi-Supervised Sequence Labeling with Self-Learned Features.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Supervised Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2009

Combining labeled and unlabeled data with word-class distribution learning.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Supervised semantic indexing.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Combining classifiers for improved classification of proteins from sequence or structure.

[BibT_eX]

[DOI]

BMC Bioinform., 2008

Large-Scale Clustering through Functional Embedding.

[BibT_eX]

[DOI]

Frédéric Ratle

Matthew L. Miller

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Deep learning via semi-supervised embedding.

[BibT_eX]

[DOI]

Frédéric Ratle

Proceedings of the Machine Learning, 2008

Large scale manifold transduction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

A unified architecture for natural language processing: deep neural networks with multitask learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

2007

The Need for Open Source Software in Machine Learning.

[BibT_eX]

[DOI]

Carl Edward Rasmussen

J. Mach. Learn. Res., 2007

Multi-class Protein Classification Using Adaptive Codes.

[BibT_eX]

[DOI]

Eugene Ie

J. Mach. Learn. Res., 2007

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

[BibT_eX]

[DOI]

BMC Bioinform., 2007

Large-Scale Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Mining Massive Data Sets for Security, 2007

Solving multiclass support vector machines with LaRank.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Fast Semantic Extraction Using a Novel Neural Network Architecture.

[BibT_eX]

[DOI]

Proceedings of the ACL 2007, 2007

2006

Large Scale Transductive SVMs.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2006

Protein Ranking by Semi-Supervised Network Propagation.

[BibT_eX]

[DOI]

Rui Kuang

BMC Bioinform., 2006

Inference with the Universum.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Trading convexity for scalability.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Embedded Methods.

[BibT_eX]

[DOI]

Proceedings of the Feature Extraction - Foundations and Applications, 2006

Semi-Supervised Protein Classification Using Cluster Kernels.

[BibT_eX]

[DOI]

Eugene Ie

Proceedings of the Semi-Supervised Learning, 2006

2005

Fast Kernel Classifiers with Online and Active Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2005

Semi-supervised protein classification using cluster kernels.

[BibT_eX]

[DOI]

Bioinform., 2005

Motif-based protein ranking by network propagation.

[BibT_eX]

[DOI]

Rui Kuang

Bioinform., 2005

Joint Kernel Maps.

[BibT_eX]

[DOI]

Olivier Bousquet

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Multi-class protein fold recognition using adaptive codes.

[BibT_eX]

[DOI]

Eugene Ie

Proceedings of the Machine Learning, 2005

A general regression technique for learning transductions.

[BibT_eX]

[DOI]

Corinna Cortes

Mehryar Mohri

Proceedings of the Machine Learning, 2005

Online (and Offline) on an Even Tighter Budget.

[BibT_eX]

[DOI]

Léon Bottou

Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004

Support vector channel selection in BCI.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2004

Mismatch string kernels for discriminative protein classification.

[BibT_eX]

[DOI]

Bioinform., 2004

Breaking SVM Complexity with Cross-Training.

[BibT_eX]

[DOI]

Gökhan H. Bakir

Léon Bottou

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003

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

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

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

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2003

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

[BibT_eX]

[DOI]

Bioinform., 2003

Ranking on Data Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Learning with Local and Global Consistency.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Semi-supervised Protein Classification Using Cluster Kernels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Prediction on Spike Data Using Kernel Algorithms.

[BibT_eX]

[DOI]

Carl Edward Rasmussen

Nikos K. Logothetis

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Learning to Find Pre-Images.

[BibT_eX]

[DOI]

Gökhan H. Bakir

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002

Gene Selection for Cancer Classification using Support Vector Machines.

[BibT_eX]

[DOI]

Mach. Learn., 2002

Learning Gene Functional Classifications from Multiple Data Types.

[BibT_eX]

[DOI]

Paul Pavlidis

Jinsong Cai

J. Comput. Biol., 2002

A Kernel Approach for Learning from Almost Orthogonal Patterns.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Kernel Dependency Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Mismatch String Kernels for SVM Protein Classification.

[BibT_eX]

[DOI]

Eleazar Eskin

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Cluster Kernels for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Olivier Chapelle

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001

Gene functional classification from heterogeneous data.

[BibT_eX]

[DOI]

Proceedings of the Fifth Annual International Conference on Computational Biology, 2001

A kernel method for multi-labelled classification.

[BibT_eX]

[DOI]

André Elisseeff

Jason Aaron Edward Weston

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000

Extensions to the support vector method.

[BibT_eX]

[DOI]

PhD thesis, 2000

Feature Selection for SVMs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Vicinal Risk Minimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

Invariant Feature Extraction and Classification in Kernel Spaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Transductive Inference for Estimating Values of Functions.

[BibT_eX]

[DOI]

Olivier Chapelle

Vladimir Vapnik

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Leave-One-Out Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

Support vector machines for multi-class pattern recognition.

[BibT_eX]

[DOI]