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DIRECTOR: Generator-Classifiers For Supervised Language Modeling

15 June 2022

Jason Weston

Papers citing "DIRECTOR: Generator-Classifiers For Supervised Language Modeling"

28 / 28 papers shown

Title
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 144 216 0 26 May 2022
A Simple Contrastive Learning Objective for Alleviating Neural Text Degeneration Shaojie Jiang Ruqing Zhang Svitlana Vakulenko Maarten de Rijke 66 16 0 05 May 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES Felix Stahlberg Shankar Kumar UQLM 101 12 0 02 May 2022
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation Pei Ke Hao Zhou Yankai Lin Peng Li Jie Zhou Xiaoyan Zhu Minlie Huang 65 40 0 02 Apr 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 137 1,595 0 20 Jan 2022
WebGPT: Browser-assisted question-answering with human feedback Reiichiro Nakano Jacob Hilton S. Balaji Jeff Wu Ouyang Long ... Gretchen Krueger Kevin Button Matthew Knight B. Chess John Schulman ALM RALM 189 1,275 0 17 Dec 2021
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston HILM 70 25 0 10 Dec 2021
A General Language Assistant as a Laboratory for Alignment Amanda Askell Yuntao Bai Anna Chen Dawn Drain Deep Ganguli ... Tom B. Brown Jack Clark Sam McCandlish C. Olah Jared Kaplan ALM 118 779 0 01 Dec 2021
Challenges in Detoxifying Language Models Johannes Welbl Amelia Glaese J. Uesato Sumanth Dathathri John F. J. Mellor Lisa Anne Hendricks Kirsty Anderson Pushmeet Kohli Ben Coppin Po-Sen Huang LM&MA 298 196 0 15 Sep 2021
FUDGE: Controlled Text Generation With Future Discriminators Kevin Kaichuang Yang Dan Klein 103 333 0 12 Apr 2021
BASE Layers: Simplifying Training of Large, Sparse Models M. Lewis Shruti Bhosale Tim Dettmers Naman Goyal Luke Zettlemoyer MoE 197 281 0 30 Mar 2021
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling Yixin Nie Mary Williamson Joey Tianyi Zhou Douwe Kiela Jason Weston 72 83 0 24 Dec 2020
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 72 234 0 14 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 158 1,209 0 24 Sep 2020
Controlling Style in Generated Dialogue Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau AI4CE 90 51 0 22 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 128 407 0 14 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 817 42,055 0 28 May 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 123 1,009 0 28 Apr 2020
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills Eric Michael Smith Mary Williamson Kurt Shuster Jason Weston Y-Lan Boureau 65 224 0 17 Apr 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 114 938 0 27 Jan 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 147 976 0 04 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,181 0 23 Oct 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack Emily Dinan Samuel Humeau Bharath Chintagunta Jason Weston 86 247 0 17 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 50 578 0 12 Aug 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 190 3,184 0 22 Apr 2019
The Second Conversational Intelligence Challenge (ConvAI2) Emily Dinan V. Logacheva Valentin Malykh Alexander H. Miller Kurt Shuster ... Alexander I. Rudnicky Jason Williams Joelle Pineau Andrey Kravchenko Jason Weston DRL 99 367 0 31 Jan 2019
Ex Machina: Personal Attacks Seen at Scale Ellery Wulczyn Nithum Thain Lucas Dixon 91 759 0 27 Oct 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014