DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

7 May 2021

Yejin Choi

Papers citing "DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts"

24 / 274 papers shown

Title
Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 36 82 0 10 May 2022
CounterGeDi: A controllable approach to generate polite, detoxified and emotional counterspeech Punyajoy Saha Kanishk Singh Adarsh Kumar Binny Mathew Animesh Mukherjee 16 36 0 09 May 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 26 74 0 29 Apr 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 21 38 0 02 Apr 2022
Mix and Match: Learning-free Controllable Text Generation using Energy Language Models Fatemehsadat Mireshghallah Kartik Goyal Taylor Berg-Kirkpatrick 38 78 0 24 Mar 2022
Integrating Vectorized Lexical Constraints for Neural Machine Translation Shuo Wang Zhixing Tan Yang Liu 19 11 0 23 Mar 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection Thomas Hartvigsen Saadia Gabriel Hamid Palangi Maarten Sap Dipankar Ray Ece Kamar 38 353 0 17 Mar 2022
Leashing the Inner Demons: Self-Detoxification for Language Models Canwen Xu Zexue He Zhankui He Julian McAuley 25 26 0 06 Mar 2022
Reward Modeling for Mitigating Toxicity in Transformer-based Language Models Farshid Faal K. Schmitt Jia Yuan Yu 13 24 0 19 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 32 229 0 09 Feb 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models Wei Ping Ming-Yu Liu Chaowei Xiao P. Xu M. Patwary M. Shoeybi Bo-wen Li Anima Anandkumar Bryan Catanzaro 31 65 0 08 Feb 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 54 215 0 14 Jan 2022
Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model David Thulke Nico Daheim Christian Dugast Hermann Ney 3DGS 27 4 0 16 Dec 2021
Efficient Hierarchical Domain Adaptation for Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Jesse Dodge 33 42 0 16 Dec 2021
Analyzing the Limits of Self-Supervision in Handling Bias in Language Lisa Bauer Karthik Gopalakrishnan Spandana Gella Yang Liu Joey Tianyi Zhou Dilek Z. Hakkani-Tür ELM 30 1 0 16 Dec 2021
How Well Do You Know Your Audience? Toward Socially-aware Question Generation Ian Stewart Rada Mihalcea 33 2 0 16 Oct 2021
Comparative Opinion Summarization via Collaborative Decoding Hayate Iso Xiaolan Wang Stefanos Angelidis Yoshihiko Suhara 62 22 0 14 Oct 2021
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization Prafulla Kumar Choubey Alexander R. Fabbri Jesse Vig Chien-Sheng Wu Wenhao Liu Nazneen Rajani HILM 24 16 0 14 Oct 2021
Style Control for Schema-Guided Natural Language Generation Alicia Y. Tsai Shereen Oraby Vittorio Perera Jiun-Yu Kao Yuheng Du Anjali Narayan-Chen Tagyoung Chung Dilek Z. Hakkani-Tür 74 12 0 24 Sep 2021
It's not Rocket Science : Interpreting Figurative Language in Narratives Tuhin Chakrabarty Yejin Choi Vered Shwartz 22 55 0 31 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 21 128 0 11 Aug 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 158 85 0 04 May 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 225 621 0 03 Sep 2019