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ORCIDJason Weston
Jason Aaron Edward Weston
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Books and Theses
- 2000
[b1]Jason Aaron Edward Weston:
Extensions to the support vector method. Royal Holloway, University of London, UK, 2000
Journal Articles
- 2014
- [j27]Maya R. Gupta, Samy Bengio, Jason Weston:
Training highly multiclass classifiers. J. Mach. Learn. Res. 15(1): 1461-1492 (2014) - [j26]Antoine Bordes, Léon Bottou, Ronan Collobert, Dan Roth, Jason Weston, Luke Zettlemoyer:
Introduction to the special issue on learning semantics. Mach. Learn. 94(2): 127-131 (2014) - [j25]Antoine Bordes, Xavier Glorot
, Jason Weston, Yoshua Bengio:
A semantic matching energy function for learning with multi-relational data - Application to word-sense disambiguation. Mach. Learn. 94(2): 233-259 (2014) - [j24]Grégoire Mesnil, Antoine Bordes, Jason Weston, Gal Chechik, Yoshua Bengio:
Learning semantic representations of objects and their parts. Mach. Learn. 94(2): 281-301 (2014) - 2011
- [j23]Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel P. Kuksa:
Natural Language Processing (Almost) from Scratch. J. Mach. Learn. Res. 12: 2493-2537 (2011) - [j22]Iain Melvin, Jason Weston, William Stafford Noble, Christina S. Leslie:
Detecting Remote Evolutionary Relationships among Proteins by Large-Scale Semantic Embedding. PLoS Comput. Biol. 7(1) (2011) - 2010
- [j21]Yanjun Qi, Öznur Tastan, Jaime G. Carbonell, Judith Klein-Seetharaman, Jason Weston:
Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins. Bioinform. 26(18) (2010) - [j20]Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Olivier Chapelle, Kilian Q. Weinberger:
Learning to rank with (a lot of) word features. Inf. Retr. 13(3): 291-314 (2010) - [j19]Jason Weston, Samy Bengio, Nicolas Usunier:
Large scale image annotation: learning to rank with joint word-image embeddings. Mach. Learn. 81(1): 21-35 (2010) - [j18]Frédéric Ratle, Gustavo Camps-Valls, Jason Weston:
Semisupervised Neural Networks for Efficient Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 48(5): 2271-2282 (2010) - 2009
- [j17]Iain Melvin, Jason Weston, Christina S. Leslie, William Stafford Noble:
RANKPROP: a web server for protein remote homology detection. Bioinform. 25(1): 121-122 (2009) - 2008
- [j16]Iain Melvin, Jason Weston, Christina S. Leslie, William Stafford Noble:
Combining classifiers for improved classification of proteins from sequence or structure. BMC Bioinform. 9 (2008) - 2007
- [j15]Iain Melvin, Eugene Ie, Rui Kuang, Jason Weston, William Stafford Noble, Christina S. Leslie:
SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition. BMC Bioinform. 8(S-4) (2007) - [j14]Iain Melvin, Eugene Ie, Jason Weston, William Stafford Noble, Christina S. Leslie:
Multi-class Protein Classification Using Adaptive Codes. J. Mach. Learn. Res. 8: 1557-1581 (2007) - [j13]Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson:
The Need for Open Source Software in Machine Learning. J. Mach. Learn. Res. 8: 2443-2466 (2007) - 2006
- [j12]Jason Weston, Rui Kuang, Christina S. Leslie, William Stafford Noble:
Protein Ranking by Semi-Supervised Network Propagation. BMC Bioinform. 7(S-1) (2006) - [j11]Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou:
Large Scale Transductive SVMs. J. Mach. Learn. Res. 7: 1687-1712 (2006) - 2005
- [j10]Jason Weston, Christina S. Leslie, Eugene Ie, Dengyong Zhou, André Elisseeff, William Stafford Noble:
Semi-supervised protein classification using cluster kernels. Bioinform. 21(15): 3241-3247 (2005) - [j9]Rui Kuang, Jason Weston, William Stafford Noble, Christina S. Leslie:
Motif-based protein ranking by network propagation. Bioinform. 21(19): 3711-3718 (2005) - [j8]Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou:
Fast Kernel Classifiers with Online and Active Learning. J. Mach. Learn. Res. 6: 1579-1619 (2005) - 2004
- [j7]Christina S. Leslie, Eleazar Eskin, Adiel Cohen, Jason Weston, William Stafford Noble:
Mismatch string kernels for discriminative protein classification. Bioinform. 20(4): 467-476 (2004) - [j6]Thomas Navin Lal, Michael Schröder, Thilo Hinterberger, Jason Weston, Martin Bogdan, Niels Birbaumer, Bernhard Schölkopf:
Support vector channel selection in BCI. IEEE Trans. Biomed. Eng. 51(6): 1003-1010 (2004) - 2003
- [j5]Jason Weston, Fernando Pérez-Cruz, Olivier Bousquet, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf:
Feature selection and transduction for prediction of molecular bioactivity for drug design. Bioinform. 19(6): 764-771 (2003) - [j4]Jason Weston, André Elisseeff, Bernhard Schölkopf, Michael E. Tipping:
Use of the Zero-Norm with Linear Models and Kernel Methods. J. Mach. Learn. Res. 3: 1439-1461 (2003) - [j3]Sebastian Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Alexander J. Smola, Klaus-Robert Müller:
Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 25(5): 623-633 (2003) - 2002
- [j2]Paul Pavlidis, Jason Weston, Jinsong Cai, William Stafford Noble:
Learning Gene Functional Classifications from Multiple Data Types. J. Comput. Biol. 9(2): 401-411 (2002) - [j1]Isabelle Guyon, Jason Weston, Stephen Barnhill, Vladimir Vapnik:
Gene Selection for Cancer Classification using Support Vector Machines. Mach. Learn. 46(1-3): 389-422 (2002)
Conference and Workshop Papers
- 2024
- [c137]Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston:
Chain-of-Verification Reduces Hallucination in Large Language Models. ACL (Findings) 2024: 3563-3578 - [c136]Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston:
Leveraging Implicit Feedback from Deployment Data in Dialogue. EACL (2) 2024: 60-75 - [c135]Weizhe Yuan, Kyunghyun Cho, Jason Weston:
System-Level Natural Language Feedback. EACL (1) 2024: 2773-2789 - [c134]Xian Li, Ping Yu, Chunting Zhou, Timo Schick, Omer Levy, Luke Zettlemoyer, Jason Weston, Mike Lewis:
Self-Alignment with Instruction Backtranslation. ICLR 2024 - [c133]Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Xian Li, Sainbayar Sukhbaatar, Jing Xu, Jason Weston:
Self-Rewarding Language Models. ICML 2024 - [c132]Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu:
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels. NAACL-HLT 2024: 3066-3082 - [c131]Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ramakanth Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz:
The ART of LLM Refinement: Ask, Refine, and Trust. NAACL-HLT 2024: 5872-5883 - [c130]Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li:
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. NAACL-HLT 2024: 8352-8370 - 2023
- [c129]Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston:
The CRINGE Loss: Learning what language not to model. ACL (1) 2023: 8854-8874 - [c128]Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston:
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. ACL (1) 2023: 13557-13572 - [c127]Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar:
Learning to Reason and Memorize with Self-Notes. NeurIPS 2023 - 2022
- [c126]Jing Xu, Arthur Szlam, Jason Weston:
Beyond Goldfish Memory: Long-Term Open-Domain Conversation. ACL (1) 2022: 5180-5197 - [c125]Mojtaba Komeili, Kurt Shuster, Jason Weston:
Internet-Augmented Dialogue Generation. ACL (1) 2022: 8460-8478 - [c124]Eric Michael Smith, Orion Hsu, Rebecca Qian, Stephen Roller, Y-Lan Boureau, Jason Weston:
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents. ConvAI@ACL 2022: 77-97 - [c123]Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston:
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. EMNLP (Findings) 2022: 373-393 - [c122]Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston:
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. EMNLP (Findings) 2022: 7112-7132 - [c121]Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston:
Director: Generator-Classifiers For Supervised Language Modeling. AACL/IJCNLP (1) 2022: 512-526 - [c120]Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston:
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. NAACL-HLT (Findings) 2022: 2367-2387 - [c119]Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston:
Staircase Attention for Recurrent Processing of Sequences. NeurIPS 2022 - 2021
- [c118]Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston:
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots. ACL/IJCNLP (Findings) 2021: 611-624 - [c117]Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston:
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. ACL/IJCNLP (1) 2021: 1699-1713 - [c116]Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston:
Recipes for Building an Open-Domain Chatbot. EACL 2021: 300-325 - [c115]Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston:
Retrieval Augmentation Reduces Hallucination in Conversation. EMNLP (Findings) 2021: 3784-3803 - [c114]Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston:
Multi-Modal Open-Domain Dialogue. EMNLP (1) 2021: 4863-4883 - [c113]Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan:
Not All Memories are Created Equal: Learning to Forget by Expiring. ICML 2021: 9902-9912 - [c112]Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston:
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. NAACL-HLT 2021: 807-833 - [c111]Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan:
Bot-Adversarial Dialogue for Safe Conversational Agents. NAACL-HLT 2021: 2950-2968 - [c110]Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston:
Hash Layers For Large Sparse Models. NeurIPS 2021: 17555-17566 - 2020
- [c109]Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston:
Generating Interactive Worlds with Text. AAAI 2020: 1693-1700 - [c108]Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau:
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. ACL 2020: 2021-2030 - [c107]Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston:
Image-Chat: Engaging Grounded Conversations. ACL 2020: 2414-2429 - [c106]Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston:
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. ACL 2020: 2453-2470 - [c105]Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston:
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. ACL 2020: 4715-4728 - [c104]Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela:
Adversarial NLI: A New Benchmark for Natural Language Understanding. ACL 2020: 4885-4901 - [c103]Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams:
Multi-Dimensional Gender Bias Classification. EMNLP (1) 2020: 314-331 - [c102]Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston:
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. EMNLP (1) 2020: 8173-8188 - [c101]Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston:
Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring. ICLR 2020 - [c100]Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston:
Neural Text Generation With Unlikelihood Training. ICLR 2020 - 2019
- [c99]Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli:
ELI5: Long Form Question Answering. ACL (1) 2019: 3558-3567 - [c98]Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston:
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL (1) 2019: 3667-3684 - [c97]Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho:
Dialogue Natural Language Inference. ACL (1) 2019: 3731-3741 - [c96]Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston:
Engaging Image Captioning via Personality. CVPR 2019: 12516-12526 - [c95]Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston:
Learning to Speak and Act in a Fantasy Text Adventure Game. EMNLP/IJCNLP (1) 2019: 673-683 - [c94]Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston:
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. EMNLP/IJCNLP (1) 2019: 1951-1961 - [c93]Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho:
Finding Generalizable Evidence by Learning to Convince Q&A Models. EMNLP/IJCNLP (1) 2019: 2402-2411 - [c92]Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston:
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. EMNLP/IJCNLP (1) 2019: 4536-4545 - [c91]Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston:
Wizard of Wikipedia: Knowledge-Powered Conversational Agents. ICLR (Poster) 2019 - [c90]Ilia Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston:
Importance of Search and Evaluation Strategies in Neural Dialogue Modeling. INLG 2019: 76-87 - [c89]Abigail See, Stephen Roller, Douwe Kiela, Jason Weston:
What makes a good conversation? How controllable attributes affect human judgments. NAACL-HLT (1) 2019: 1702-1723 - 2018
- [c88]Ledell Yu Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston:
StarSpace: Embed All The Things! AAAI 2018: 5569-5577 - [c87]Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston:
Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL (1) 2018: 2204-2213 - [c86]Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela:
Jump to better conclusions: SCAN both left and right. BlackboxNLP@EMNLP 2018: 47-55 - [c85]Jason Weston, Emily Dinan, Alexander H. Miller:
Retrieve and Refine: Improved Sequence Generation Models For Dialogue. SCAI@EMNLP 2018: 87-92 - [c84]Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela:
Emergent Translation in Multi-Agent Communication. ICLR (Poster) 2018 - [c83]Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston:
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. ICLR (Poster) 2018 - 2017
- [c82]Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes:
Reading Wikipedia to Answer Open-Domain Questions. ACL (1) 2017: 1870-1879 - [c81]Alexander H. Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch, Jiasen Lu, Devi Parikh, Jason Weston:
ParlAI: A Dialog Research Software Platform. EMNLP (System Demonstrations) 2017: 79-84 - [c80]Antoine Bordes, Y-Lan Boureau, Jason Weston:
Learning End-to-End Goal-Oriented Dialog. ICLR 2017 - [c79]Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun:
Tracking the World State with Recurrent Entity Networks. ICLR (Poster) 2017 - [c78]Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston:
Dialogue Learning With Human-in-the-Loop. ICLR (Poster) 2017 - [c77]Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston:
Learning through Dialogue Interactions by Asking Questions. ICLR (Poster) 2017 - [c76]Jason Weston:
Memory Networks for Recommendation. RecSys 2017: 4 - 2016
- [c75]Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston:
Key-Value Memory Networks for Directly Reading Documents. EMNLP 2016: 1400-1409 - [c74]Jason Weston:
Dialog-based Language Learning. NIPS 2016: 829-837 - [c73]Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston:
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. ICLR (Poster) 2016 - [c72]Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston:
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations. ICLR 2016 - [c71]Jason Weston, Antoine Bordes, Sumit Chopra, Tomás Mikolov:
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks. ICLR (Poster) 2016 - 2015
- [c70]Sam Wiseman, Alexander M. Rush, Stuart M. Shieber, Jason Weston:
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution. ACL (1) 2015: 1416-1426 - [c69]Alexander M. Rush, Sumit Chopra, Jason Weston:
A Neural Attention Model for Abstractive Sentence Summarization. EMNLP 2015: 379-389 - [c68]Emily Denton, Jason Weston, Manohar Paluri, Lubomir D. Bourdev, Rob Fergus:
User Conditional Hashtag Prediction for Images. KDD 2015: 1731-1740 - [c67]Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus:
End-To-End Memory Networks. NIPS 2015: 2440-2448 - [c66]Jason Weston, Sumit Chopra, Antoine Bordes:
Memory Networks. ICLR 2015 - 2014
- [c65]Karl Moritz Hermann, Dipanjan Das, Jason Weston, Kuzman Ganchev:
Semantic Frame Identification with Distributed Word Representations. ACL (1) 2014: 1448-1458 - [c64]Yanjun Qi, Sujatha G. Das, Ronan Collobert, Jason Weston:
Deep Learning for Character-Based Information Extraction. ECIR 2014: 668-674 - [c63]Antoine Bordes, Sumit Chopra, Jason Weston:
Question Answering with Subgraph Embeddings. EMNLP 2014: 615-620 - [c62]Jason Weston, Sumit Chopra, Keith Adams:
#TagSpace: Semantic Embeddings from Hashtags. EMNLP 2014: 1822-1827 - [c61]Jason Weston, Ron J. Weiss, Hector Yee:
Affinity Weighted Embedding. ICML 2014: 1215-1223 - [c60]Antoine Bordes, Jason Weston, Nicolas Usunier:
Open Question Answering with Weakly Supervised Embedding Models. ECML/PKDD (1) 2014: 165-180 - 2013
- [c59]Jason Weston:
Statistical Learning Theory in Practice. Empirical Inference 2013: 81-93 - [c58]Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier:
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. EMNLP 2013: 1366-1371 - [c57]Jason Weston, Ameesh Makadia, Hector Yee:
Label Partitioning For Sublinear Ranking. ICML (2) 2013: 181-189 - [c56]Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko:
Translating Embeddings for Modeling Multi-relational Data. NIPS 2013: 2787-2795 - [c55]Jason Weston, Ron J. Weiss, Hector Yee:
Nonlinear latent factorization by embedding multiple user interests. RecSys 2013: 65-68 - [c54]Jason Weston, Hector Yee, Ron J. Weiss:
Learning to rank recommendations with the k-order statistic loss. RecSys 2013: 245-248 - [c53]Xavier Glorot, Antoine Bordes, Jason Weston, Yoshua Bengio:
A Semantic Matching Energy Function for Learning with Multi-relational Data. ICLR (Workshop Poster) 2013 - [c52]Jason Weston, Ron J. Weiss, Hector Yee:
Affinity Weighted Embedding. ICLR (Workshop) 2013 - 2012
- [c51]Aurélien Lucchi, Jason Weston:
Joint Image and Word Sense Discrimination for Image Retrieval. ECCV (1) 2012: 130-143 - [c50]Andrew W. Senior, Youngmin Cho, Jason Weston:
Learning improved linear transforms for speech recognition. ICASSP 2012: 1957-1960 - [c49]Jason Weston, Chong Wang, Ron J. Weiss, Adam Berenzweig:
Latent Collaborative Retrieval. ICML 2012 - [c48]Jason Weston, John Blitzer:
Latent Structured Ranking. UAI 2012: 903-913 - [c47]Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio:
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. AISTATS 2012: 127-135 - 2011
- [c46]Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio:
Learning Structured Embeddings of Knowledge Bases. AAAI 2011: 301-306 - [c45]Jason Weston, Samy Bengio, Nicolas Usunier:
WSABIE: Scaling Up to Large Vocabulary Image Annotation. IJCAI 2011: 2764-2770 - 2010
- [c44]Antoine Bordes, Nicolas Usunier, Jason Weston:
Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences. ICML 2010: 103-110 - [c43]Samy Bengio, Jason Weston, David Grangier:
Label Embedding Trees for Large Multi-Class Tasks. NIPS 2010: 163-171 - [c42]Pavel P. Kuksa, Yanjun Qi, Bing Bai, Ronan Collobert, Jason Weston, Vladimir Pavlovic, Xia Ning:
Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction. ECML/PKDD (2) 2010: 128-144 - [c41]Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes, Mehryar Mohri:
Half Transductive Ranking. AISTATS 2010: 49-56 - [c40]Antoine Bordes, Nicolas Usunier, Ronan Collobert, Jason Weston:
Towards Understanding Situated Natural Language. AISTATS 2010: 65-72 - 2009
- [c39]Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Olivier Chapelle, Kilian Q. Weinberger:
Supervised semantic indexing. CIKM 2009: 187-196 - [c38]Yanjun Qi, Ronan Collobert, Pavel P. Kuksa, Koray Kavukcuoglu, Jason Weston:
Combining labeled and unlabeled data with word-class distribution learning. CIKM 2009: 1737-1740 - [c37]Bing Bai, Jason Weston, Ronan Collobert, David Grangier:
Supervised Semantic Indexing. ECIR 2009: 761-765 - [c36]Yanjun Qi, Pavel P. Kuksa, Ronan Collobert, Kunihiko Sadamasa, Koray Kavukcuoglu, Jason Weston:
Semi-Supervised Sequence Labeling with Self-Learned Features. ICDM 2009: 428-437 - [c35]Yoshua Bengio, Jérôme Louradour, Ronan Collobert, Jason Weston:
Curriculum learning. ICML 2009: 41-48 - [c34]Hossein Mobahi, Ronan Collobert, Jason Weston:
Deep learning from temporal coherence in video. ICML 2009: 737-744 - [c33]Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri:
Polynomial Semantic Indexing. NIPS 2009: 64-72 - 2008
- [c32]Ronan Collobert, Jason Weston:
A unified architecture for natural language processing: deep neural networks with multitask learning. ICML 2008: 160-167 - [c31]Michael Karlen, Jason Weston, Ayse Erkan, Ronan Collobert:
Large scale manifold transduction. ICML 2008: 448-455 - [c30]Jason Weston, Frédéric Ratle, Ronan Collobert:
Deep learning via semi-supervised embedding. ICML 2008: 1168-1175 - [c29]Frédéric Ratle, Jason Weston, Matthew L. Miller:
Large-Scale Clustering through Functional Embedding. ECML/PKDD (2) 2008: 266-281 - 2007
- [c28]Ronan Collobert, Jason Weston:
Fast Semantic Extraction Using a Novel Neural Network Architecture. ACL 2007 - [c27]Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston:
Solving multiclass support vector machines with LaRank. ICML 2007: 89-96 - [c26]Jason Weston:
Large-Scale Semi-Supervised Learning. NATO ASI Mining Massive Data Sets for Security 2007: 62-75 - 2006
- [c25]Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou:
Trading convexity for scalability. ICML 2006: 201-208 - [c24]Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou, Vladimir Vapnik:
Inference with the Universum. ICML 2006: 1009-1016 - 2005
- [c23]Jason Weston, Antoine Bordes, Léon Bottou:
Online (and Offline) on an Even Tighter Budget. AISTATS 2005: 413-420 - [c22]Corinna Cortes, Mehryar Mohri, Jason Weston:
A general regression technique for learning transductions. ICML 2005: 153-160 - [c21]Eugene Ie, Jason Weston, William Stafford Noble, Christina S. Leslie:
Multi-class protein fold recognition using adaptive codes. ICML 2005: 329-336 - [c20]Jason Weston, Bernhard Schölkopf, Olivier Bousquet:
Joint Kernel Maps. IWANN 2005: 176-191 - 2004
- [c19]Gökhan H. Bakir, Léon Bottou, Jason Weston:
Breaking SVM Complexity with Cross-Training. NIPS 2004: 81-88 - 2003
- [c18]Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf:
Ranking on Data Manifolds. NIPS 2003: 169-176 - [c17]Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, Bernhard Schölkopf:
Learning with Local and Global Consistency. NIPS 2003: 321-328 - [c16]Gökhan H. Bakir, Jason Weston, Bernhard Schölkopf:
Learning to Find Pre-Images. NIPS 2003: 449-456 - [c15]Jason Weston, Christina S. Leslie, Dengyong Zhou, André Elisseeff, William Stafford Noble:
Semi-supervised Protein Classification Using Cluster Kernels. NIPS 2003: 595-602 - [c14]Jan Eichhorn, Andreas S. Tolias, Alexander Zien, Malte Kuss, Carl Edward Rasmussen, Jason Weston, Nikos K. Logothetis, Bernhard Schölkopf:
Prediction on Spike Data Using Kernel Algorithms. NIPS 2003: 1367-1374 - 2002
- [c13]Bernhard Schölkopf, Jason Weston, Eleazar Eskin, Christina S. Leslie, William Stafford Noble:
A Kernel Approach for Learning from almost Orthogonal Patterns. ECML 2002: 511-528 - [c12]Olivier Chapelle, Jason Weston, Bernhard Schölkopf:
Cluster Kernels for Semi-Supervised Learning. NIPS 2002: 585-592 - [c11]Jason Weston, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf, Vladimir Vapnik:
Kernel Dependency Estimation. NIPS 2002: 873-880 - [c10]Christina S. Leslie, Eleazar Eskin, Jason Weston, William Stafford Noble:
Mismatch String Kernels for SVM Protein Classification. NIPS 2002: 1417-1424 - [c9]Bernhard Schölkopf, Jason Weston, Eleazar Eskin, Christina S. Leslie, William Stafford Noble:
A Kernel Approach for Learning from Almost Orthogonal Patterns. PKDD 2002: 494-511 - 2001
- [c8]André Elisseeff, Jason Weston:
A kernel method for multi-labelled classification. NIPS 2001: 681-687 - [c7]Paul Pavlidis, Jason Weston, Jinsong Cai, William Noble Grundy:
Gene functional classification from heterogeneous data. RECOMB 2001: 249-255 - 2000
- [c6]Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik:
Vicinal Risk Minimization. NIPS 2000: 416-422 - [c5]Jason Weston, Sayan Mukherjee, Olivier Chapelle, Massimiliano Pontil, Tomaso A. Poggio, Vladimir Vapnik:
Feature Selection for SVMs. NIPS 2000: 668-674 - 1999
- [c4]Jason Weston, Chris Watkins:
Support vector machines for multi-class pattern recognition. ESANN 1999: 219-224 - [c3]Jason Weston:
Leave-One-Out Support Vector Machines. IJCAI 1999: 727-733 - [c2]Olivier Chapelle, Vladimir Vapnik, Jason Weston:
Transductive Inference for Estimating Values of Functions. NIPS 1999: 421-427 - [c1]Sebastian Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Alexander J. Smola, Klaus-Robert Müller:
Invariant Feature Extraction and Classification in Kernel Spaces. NIPS 1999: 526-532
Parts in Books or Collections
- 2012
- [p3]Jason Weston, Frédéric Ratle, Hossein Mobahi, Ronan Collobert:
Deep Learning via Semi-supervised Embedding. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 639-655 - 2006
- [p2]Jason Weston, Christina S. Leslie, Eugene Ie, William Stafford Noble:
Semi-Supervised Protein Classification Using Cluster Kernels. Semi-Supervised Learning 2006: 342-360 - [p1]Thomas Navin Lal, Olivier Chapelle, Jason Weston, André Elisseeff:
Embedded Methods. Feature Extraction 2006: 137-165
Editorship
- 2017
- [e2]Phil Blunsom, Antoine Bordes, Kyunghyun Cho, Shay B. Cohen, Chris Dyer, Edward Grefenstette, Karl Moritz Hermann, Laura Rimell, Jason Weston, Scott Yih:
Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-62-3 [contents] - 2016
- [e1]Phil Blunsom, Kyunghyun Cho, Shay B. Cohen, Edward Grefenstette, Karl Moritz Hermann, Laura Rimell, Jason Weston, Scott Wen-tau Yih:
Proceedings of the 1st Workshop on Representation Learning for NLP, Rep4NLP@ACL 2016, Berlin, Germany, August 11, 2016. Association for Computational Linguistics 2016, ISBN 978-1-945626-04-3 [contents]
Informal and Other Publications
- 2024
- [i108]Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Sainbayar Sukhbaatar, Jing Xu, Jason Weston:
Self-Rewarding Language Models. CoRR abs/2401.10020 (2024) - [i107]Dheeraj Mekala, Jason Weston, Jack Lanchantin, Roberta Raileanu, Maria Lomeli, Jingbo Shang, Jane Dwivedi-Yu:
TOOLVERIFIER: Generalization to New Tools via Self-Verification. CoRR abs/2402.14158 (2024) - [i106]Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma, Hu Xu, Xi Victoria Lin, Baptiste Rozière, Jacob Kahn, Daniel Li, Wen-tau Yih, Jason Weston, Xian Li:
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM. CoRR abs/2403.07816 (2024) - [i105]Olga Golovneva, Zeyuan Allen-Zhu, Jason Weston, Sainbayar Sukhbaatar:
Reverse Training to Nurse the Reversal Curse. CoRR abs/2403.13799 (2024) - [i104]Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, He He, Sainbayar Sukhbaatar, Jason Weston:
Iterative Reasoning Preference Optimization. CoRR abs/2404.19733 (2024) - [i103]Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar:
Contextual Position Encoding: Learning to Count What's Important. CoRR abs/2405.18719 (2024) - [i102]Weizhe Yuan, Ilia Kulikov, Ping Yu, Kyunghyun Cho, Sainbayar Sukhbaatar, Jason Weston, Jing Xu:
Following Length Constraints in Instructions. CoRR abs/2406.17744 (2024) - [i101]Ping Yu, Jing Xu, Jason Weston, Ilia Kulikov:
Distilling System 2 into System 1. CoRR abs/2407.06023 (2024) - [i100]Tianhao Wu, Weizhe Yuan, Olga Golovneva, Jing Xu, Yuandong Tian, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar:
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge. CoRR abs/2407.19594 (2024) - [i99]Tianlu Wang, Ilia Kulikov, Olga Golovneva, Ping Yu, Weizhe Yuan, Jane Dwivedi-Yu, Richard Yuanzhe Pang, Maryam Fazel-Zarandi, Jason Weston, Xian Li:
Self-Taught Evaluators. CoRR abs/2408.02666 (2024) - [i98]Thao Nguyen, Jeffrey Li, Sewoong Oh, Ludwig Schmidt, Jason Weston, Luke Zettlemoyer, Xian Li:
Better Alignment with Instruction Back-and-Forth Translation. CoRR abs/2408.04614 (2024) - [i97]Alisia Lupidi, Carlos Gemmell, Nicola Cancedda, Jane Dwivedi-Yu, Jason Weston, Jakob Foerster, Roberta Raileanu, Maria Lomeli:
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources. CoRR abs/2409.08239 (2024) - [i96]Yiming Zhang, Jianfeng Chi, Hailey Nguyen, Kartikeya Upasani, Daniel M. Bikel, Jason Weston, Eric Michael Smith:
Backtracking Improves Generation Safety. CoRR abs/2409.14586 (2024) - 2023
- [i95]Alexander Gurung, Mojtaba Komeili, Arthur Szlam, Jason Weston, Jack Urbanek:
Infusing Commonsense World Models with Graph Knowledge. CoRR abs/2301.05746 (2023) - [i94]Kushal Arora, Timothy J. O'Donnell, Doina Precup, Jason Weston, Jackie Chi Kit Cheung:
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation. CoRR abs/2302.06784 (2023) - [i93]Jimmy Wei, Kurt Shuster, Arthur Szlam, Jason Weston, Jack Urbanek, Mojtaba Komeili:
Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models. CoRR abs/2304.13835 (2023) - [i92]Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar:
Learning to Reason and Memorize with Self-Notes. CoRR abs/2305.00833 (2023) - [i91]Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li:
Large Language Model Programs. CoRR abs/2305.05364 (2023) - [i90]Jing Xu, Da Ju, Joshua Lane, Mojtaba Komeili, Eric Michael Smith, Megan Ung, Morteza Behrooz, William Ngan, Rashel Moritz, Sainbayar Sukhbaatar, Y-Lan Boureau, Jason Weston, Kurt Shuster:
Improving Open Language Models by Learning from Organic Interactions. CoRR abs/2306.04707 (2023) - [i89]Morteza Behrooz, William Ngan, Joshua Lane, Giuliano Morse, Benjamin Babcock, Kurt Shuster, Mojtaba Komeili, Moya Chen, Melanie Kambadur, Y-Lan Boureau, Jason Weston:
The HCI Aspects of Public Deployment of Research Chatbots: A User Study, Design Recommendations, and Open Challenges. CoRR abs/2306.04765 (2023) - [i88]Weizhe Yuan, Kyunghyun Cho, Jason Weston:
System-Level Natural Language Feedback. CoRR abs/2306.13588 (2023) - [i87]Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston:
Leveraging Implicit Feedback from Deployment Data in Dialogue. CoRR abs/2307.14117 (2023) - [i86]Xian Li, Ping Yu, Chunting Zhou, Timo Schick, Luke Zettlemoyer, Omer Levy, Jason Weston, Mike Lewis:
Self-Alignment with Instruction Backtranslation. CoRR abs/2308.06259 (2023) - [i85]Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston:
Chain-of-Verification Reduces Hallucination in Large Language Models. CoRR abs/2309.11495 (2023) - [i84]Howard Chen, Ramakanth Pasunuru, Jason Weston, Asli Celikyilmaz:
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading. CoRR abs/2310.05029 (2023) - [i83]Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li:
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. CoRR abs/2310.15123 (2023) - [i82]Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ram Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz:
The ART of LLM Refinement: Ask, Refine, and Trust. CoRR abs/2311.07961 (2023) - [i81]Jason Weston, Sainbayar Sukhbaatar:
System 2 Attention (is something you might need too). CoRR abs/2311.11829 (2023) - [i80]Jing Xu, Andrew Lee, Sainbayar Sukhbaatar, Jason Weston:
Some things are more CRINGE than others: Preference Optimization with the Pairwise Cringe Loss. CoRR abs/2312.16682 (2023) - 2022
- [i79]Eric Michael Smith, Orion Hsu, Rebecca Qian, Stephen Roller, Y-Lan Boureau, Jason Weston:
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents. CoRR abs/2201.04723 (2022) - [i78]Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston:
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. CoRR abs/2203.13224 (2022) - [i77]Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston:
DIRECTOR: Generator-Classifiers For Supervised Language Modeling. CoRR abs/2206.07694 (2022) - [i76]Kurt Shuster, Jing Xu, Mojtaba Komeili, Da Ju, Eric Michael Smith, Stephen Roller, Megan Ung, Moya Chen, Kushal Arora, Joshua Lane, Morteza Behrooz, William Ngan, Spencer Poff, Naman Goyal, Arthur Szlam, Y-Lan Boureau, Melanie Kambadur, Jason Weston:
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. CoRR abs/2208.03188 (2022) - [i75]Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston:
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. CoRR abs/2208.03270 (2022) - [i74]Da Ju, Jing Xu, Y-Lan Boureau, Jason Weston:
Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls. CoRR abs/2208.03295 (2022) - [i73]Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu:
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels. CoRR abs/2210.15893 (2022) - [i72]Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston:
The CRINGE Loss: Learning what language not to model. CoRR abs/2211.05826 (2022) - 2021
- [i71]Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston:
Retrieval Augmentation Reduces Hallucination in Conversation. CoRR abs/2104.07567 (2021) - [i70]Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan:
Not All Memories are Created Equal: Learning to Forget by Expiring. CoRR abs/2105.06548 (2021) - [i69]Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston:
Staircase Attention for Recurrent Processing of Sequences. CoRR abs/2106.04279 (2021) - [i68]Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston:
Hash Layers For Large Sparse Models. CoRR abs/2106.04426 (2021) - [i67]Mojtaba Komeili, Kurt Shuster, Jason Weston:
Internet-Augmented Dialogue Generation. CoRR abs/2107.07566 (2021) - [i66]Jing Xu, Arthur Szlam, Jason Weston:
Beyond Goldfish Memory: Long-Term Open-Domain Conversation. CoRR abs/2107.07567 (2021) - [i65]Sam Shleifer, Jason Weston, Myle Ott:
NormFormer: Improved Transformer Pretraining with Extra Normalization. CoRR abs/2110.09456 (2021) - [i64]Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston:
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. CoRR abs/2111.05204 (2021) - [i63]Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston:
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. CoRR abs/2112.05843 (2021) - 2020
- [i62]Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam:
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents. CoRR abs/2002.02878 (2020) - [i61]Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau:
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. CoRR abs/2004.08449 (2020) - [i60]Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric Michael Smith, Y-Lan Boureau, Jason Weston:
Recipes for building an open-domain chatbot. CoRR abs/2004.13637 (2020) - [i59]Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams:
Multi-Dimensional Gender Bias Classification. CoRR abs/2005.00614 (2020) - [i58]Stephen Roller, Y-Lan Boureau, Jason Weston, Antoine Bordes, Emily Dinan, Angela Fan, David Gunning, Da Ju, Margaret Li, Spencer Poff, Pratik Ringshia, Kurt Shuster, Eric Michael Smith, Arthur Szlam, Jack Urbanek, Mary Williamson:
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. CoRR abs/2006.12442 (2020) - [i57]Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston:
Deploying Lifelong Open-Domain Dialogue Learning. CoRR abs/2008.08076 (2020) - [i56]Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston:
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. CoRR abs/2010.00685 (2020) - [i55]Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston:
Multi-Modal Open-Domain Dialogue. CoRR abs/2010.01082 (2020) - [i54]Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan:
Recipes for Safety in Open-domain Chatbots. CoRR abs/2010.07079 (2020) - [i53]Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston:
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. CoRR abs/2012.13391 (2020) - 2019
- [i52]Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston:
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! CoRR abs/1901.05415 (2019) - [i51]Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston:
The Second Conversational Intelligence Challenge (ConvAI2). CoRR abs/1902.00098 (2019) - [i50]Abigail See, Stephen Roller, Douwe Kiela, Jason Weston:
What makes a good conversation? How controllable attributes affect human judgments. CoRR abs/1902.08654 (2019) - [i49]Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston:
Learning to Speak and Act in a Fantasy Text Adventure Game. CoRR abs/1903.03094 (2019) - [i48]Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston:
Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers. CoRR abs/1905.01969 (2019) - [i47]Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli:
ELI5: Long Form Question Answering. CoRR abs/1907.09190 (2019) - [i46]Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston:
Why Build an Assistant in Minecraft? CoRR abs/1907.09273 (2019) - [i45]Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston:
Neural Text Generation with Unlikelihood Training. CoRR abs/1908.04319 (2019) - [i44]Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston:
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. CoRR abs/1908.06083 (2019) - [i43]Margaret Li, Jason Weston, Stephen Roller:
ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons. CoRR abs/1909.03087 (2019) - [i42]Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston:
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. CoRR abs/1909.03922 (2019) - [i41]Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho:
Finding Generalizable Evidence by Learning to Convince Q&A Models. CoRR abs/1909.05863 (2019) - [i40]Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela:
Adversarial NLI: A New Benchmark for Natural Language Understanding. CoRR abs/1910.14599 (2019) - [i39]Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston:
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. CoRR abs/1911.03768 (2019) - [i38]Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston:
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. CoRR abs/1911.03842 (2019) - [i37]Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston:
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. CoRR abs/1911.03860 (2019) - [i36]Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston:
Generating Interactive Worlds with Text. CoRR abs/1911.09194 (2019) - [i35]Xinyi Wang, Jason Weston, Michael Auli, Yacine Jernite:
Improving Conditioning in Context-Aware Sequence to Sequence Models. CoRR abs/1911.09728 (2019) - [i34]Da Ju, Kurt Shuster, Y-Lan Boureau, Jason Weston:
All-in-One Image-Grounded Conversational Agents. CoRR abs/1912.12394 (2019) - 2018
- [i33]Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston:
Personalizing Dialogue Agents: I have a dog, do you have pets too? CoRR abs/1801.07243 (2018) - [i32]Cinjon Resnick, Ilya Kulikov, Kyunghyun Cho, Jason Weston:
Vehicle Community Strategies. CoRR abs/1804.07178 (2018) - [i31]Harm de Vries, Kurt Shuster, Dhruv Batra, Devi Parikh, Jason Weston, Douwe Kiela:
Talk the Walk: Navigating New York City through Grounded Dialogue. CoRR abs/1807.03367 (2018) - [i30]Jason Weston, Emily Dinan, Alexander H. Miller:
Retrieve and Refine: Improved Sequence Generation Models For Dialogue. CoRR abs/1808.04776 (2018) - [i29]Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela:
Jump to better conclusions: SCAN both left and right. CoRR abs/1809.04640 (2018) - [i28]Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston:
Engaging Image Captioning Via Personality. CoRR abs/1810.10665 (2018) - [i27]Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho:
Dialogue Natural Language Inference. CoRR abs/1811.00671 (2018) - [i26]Ilya Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston:
Importance of a Search Strategy in Neural Dialogue Modelling. CoRR abs/1811.00907 (2018) - [i25]Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston:
Engaging Image Chat: Modeling Personality in Grounded Dialogue. CoRR abs/1811.00945 (2018) - [i24]Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston:
Wizard of Wikipedia: Knowledge-Powered Conversational agents. CoRR abs/1811.01241 (2018) - 2017
- [i23]Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes:
Reading Wikipedia to Answer Open-Domain Questions. CoRR abs/1704.00051 (2017) - [i22]Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston:
ParlAI: A Dialog Research Software Platform. CoRR abs/1705.06476 (2017) - [i21]Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston:
StarSpace: Embed All The Things! CoRR abs/1709.03856 (2017) - [i20]Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela:
Emergent Translation in Multi-Agent Communication. CoRR abs/1710.06922 (2017) - [i19]Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston:
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. CoRR abs/1711.07950 (2017) - 2016
- [i18]Jason Weston:
Dialog-based Language Learning. CoRR abs/1604.06045 (2016) - [i17]Antoine Bordes, Jason Weston:
Learning End-to-End Goal-Oriented Dialog. CoRR abs/1605.07683 (2016) - [i16]Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston:
Key-Value Memory Networks for Directly Reading Documents. CoRR abs/1606.03126 (2016) - [i15]Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston:
Dialogue Learning With Human-In-The-Loop. CoRR abs/1611.09823 (2016) - [i14]Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun:
Tracking the World State with Recurrent Entity Networks. CoRR abs/1612.03969 (2016) - [i13]Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston:
Learning Through Dialogue Interactions. CoRR abs/1612.04936 (2016) - 2015
- [i12]Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus:
Weakly Supervised Memory Networks. CoRR abs/1503.08895 (2015) - [i11]Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston:
Large-scale Simple Question Answering with Memory Networks. CoRR abs/1506.02075 (2015) - [i10]Alexander M. Rush, Sumit Chopra, Jason Weston:
A Neural Attention Model for Abstractive Sentence Summarization. CoRR abs/1509.00685 (2015) - 2014
- [i9]Antoine Bordes, Jason Weston, Nicolas Usunier:
Open Question Answering with Weakly Supervised Embedding Models. CoRR abs/1404.4326 (2014) - [i8]Antoine Bordes, Sumit Chopra, Jason Weston:
Question Answering with Subgraph Embeddings. CoRR abs/1406.3676 (2014) - 2013
- [i7]Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko:
Irreflexive and Hierarchical Relations as Translations. CoRR abs/1304.7158 (2013) - [i6]Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier:
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. CoRR abs/1307.7973 (2013) - 2012
- [i5]Jason Weston, Chong Wang, Ron J. Weiss, Adam Berenzweig:
Latent Collaborative Retrieval. CoRR abs/1206.4603 (2012) - [i4]Jason Weston, John Blitzer:
Latent Structured Ranking. CoRR abs/1210.4914 (2012) - 2011
- [i3]Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel P. Kuksa:
Natural Language Processing (almost) from Scratch. CoRR abs/1103.0398 (2011) - [i2]Jason Weston, Samy Bengio, Philippe Hamel:
Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces. CoRR abs/1105.5196 (2011) - [i1]Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio:
Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings. CoRR abs/1107.3663 (2011)
Coauthor Index
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