Learning to Write with Cooperative Discriminators

16 May 2018

Yejin Choi

Papers citing "Learning to Write with Cooperative Discriminators"

50 / 56 papers shown

Title
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 44 0 0 04 May 2025
Multi-agents based User Values Mining for Recommendation L. Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 49 0 0 02 May 2025
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 39 8 0 19 Jul 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 65 3 0 19 Jul 2024
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference Jinwei Yao Kaiqi Chen Kexun Zhang Jiaxuan You Binhang Yuan Zeke Wang Tao Lin 38 2 0 30 Mar 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance Zehua Pei Hui-Ling Zhen M. Yuan Yu Huang Bei Yu 32 56 0 03 Feb 2024
Principled Gradient-based Markov Chain Monte Carlo for Text Generation Li Du Afra Amini Lucas Torroba Hennigen Xinyan Velocity Yu Jason Eisner Holden Lee Ryan Cotterell BDL 26 1 0 29 Dec 2023
Partially Randomizing Transformer Weights for Dialogue Response Diversity Jing Yang Lee Kong Aik Lee Woon-Seng Gan 25 0 0 18 Nov 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 30 1 0 15 Oct 2023
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 34 0 0 22 Sep 2023
AMR4NLI: Interpretable and robust NLI measures from semantic graphs Juri Opitz Shira Wein Julius Steen Anette Frank Nathan Schneider 39 0 0 01 Jun 2023
Controlling Pre-trained Language Models for Grade-Specific Text Simplification Sweta Agrawal Marine Carpuat 19 14 0 24 May 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents Wenlong Huang Fei Xia Dhruv Shah Danny Driess Andy Zeng ... Pete Florence Igor Mordatch Sergey Levine Karol Hausman Brian Ichter LM&Ro 27 42 0 01 Mar 2023
HaRiM $^+$ : Evaluating Summary Quality with Hallucination Risk Seonil Son Junsoo Park J. Hwang Junghwa Lee Hyungjong Noh Yeonsoo Lee HILM 19 8 0 22 Nov 2022
ComMU: Dataset for Combinatorial Music Generation Lee Hyun Taehyun Kim Hyolim Kang Minjoo Ki H. Hwang Kwanho Park Sharang Han Seon Joo Kim 35 14 0 17 Nov 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention Wenhao Li Xiaoyuan Yi Jinyi Hu Maosong Sun Xing Xie 32 0 0 14 Nov 2022
Translation Word-Level Auto-Completion: What can we achieve out of the box? Yasmin Moslem Rejwanul Haque Andy Way 9 5 0 23 Oct 2022
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 31 240 0 03 Oct 2022
Learning to Write with Coherence From Negative Examples Seonil Son Jaeseo Lim Youwon Jang Jaeyoung Lee Byoung-Tak Zhang 31 1 0 22 Sep 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Offline RL for Natural Language Generation with Implicit Language Q Learning Charles Burton Snell Ilya Kostrikov Yi Su Mengjiao Yang Sergey Levine OffRL 133 102 0 05 Jun 2022
A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow Azamat Tulepbergenov Ofir Nachum Moonkyung Ryu Mohammad Ghavamzadeh Craig Boutilier MoE 22 14 0 31 May 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 32 10 0 25 May 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 40 2 0 23 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 24 68 0 19 May 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 Apr 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
Mix and Match: Learning-free Controllable Text Generation using Energy Language Models Fatemehsadat Mireshghallah Kartik Goyal Taylor Berg-Kirkpatrick 36 78 0 24 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 33 350 0 17 Mar 2022
Controllable Natural Language Generation with Contrastive Prefixes Jing Qian Li Dong Yelong Shen Furu Wei Weizhu Chen 10 95 0 27 Feb 2022
Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu Siddhartha Reddy Jonnalagadda Greg Durrett AI4CE 35 8 0 14 Dec 2021
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings Shaopeng Lai Ante Wang Fandong Meng Jie Zhou Yubin Ge Jiali Zeng Junfeng Yao Degen Huang Jinsong Su 30 8 0 13 Oct 2021
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding Antoine Chaffin Vincent Claveau Ewa Kijak 31 36 0 28 Sep 2021
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 29 39 0 26 Sep 2021
A Plug-and-Play Method for Controlled Text Generation Damian Pascual Béni Egressy Clara Meister Ryan Cotterell Roger Wattenhofer 27 89 0 20 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 35 8 0 14 Sep 2021
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System Xinran Zhang Maosong Sun Jiafeng Liu Xiaobing Li 36 2 0 27 Aug 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye Michael Henry Tessler J. Tenenbaum Brenden M. Lake 33 117 0 06 Jul 2021
Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text Yao Dou Maxwell Forbes Rik Koncel-Kedziorski Noah A. Smith Yejin Choi DeLMO 17 126 0 02 Jul 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 13 234 0 15 Apr 2021
FUDGE: Controlled Text Generation With Future Discriminators Kevin Kaichuang Yang Dan Klein 27 313 0 12 Apr 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu Zhou Yu Kenji Sagae 18 37 0 20 Mar 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 36 9 0 12 Mar 2021
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 37 1,130 0 24 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Chenyu You R. Socher Nazneen Rajani 56 389 0 14 Sep 2020
Incremental Sampling Without Replacement for Sequence Models Kensen Shi David Bieber Charles Sutton VLM SyDa BDL 16 24 0 21 Feb 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 46 938 0 04 Dec 2019
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut Ronan Le Bras Yejin Choi NAI 27 41 0 10 Nov 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Shen Gao Xiuying Chen Piji Li Zhangming Chan Dongyan Zhao Rui Yan 24 30 0 19 Sep 2019
Learning Rhyming Constraints using Structured Adversaries Harsh Jhamtani Sanket Vaibhav Mehta J. Carbonell Taylor Berg-Kirkpatrick GAN 19 12 0 15 Sep 2019