FUDGE: Controlled Text Generation With Future Discriminators

12 April 2021

Papers citing "FUDGE: Controlled Text Generation With Future Discriminators"

50 / 81 papers shown

Title
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Ishan Gaur Jennifer Listgarten DiffM 56 0 0 07 May 2025
Teaching Models to Understand (but not Generate) High-risk Data Ryan Yixiang Wang Matthew Finlayson Luca Soldaini Swabha Swayamdipta Robin Jia 139 0 0 05 May 2025
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation Gwen Yidou Weng Benjie Wang Mathias Niepert BDL 158 0 0 25 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 34 2 0 17 Apr 2025
Towards Conditioning Clinical Text Generation for User Control Osman Alperen Koras Rabi Bahnan Jens Kleesiek Amin Dada 39 0 0 24 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 94 3 0 24 Feb 2025
A Critical Look At Tokenwise Reward-Guided Text Generation Ahmad Rashid Ruotian Wu Julia Grosse Agustinus Kristiadi Pascal Poupart OffRL 76 0 0 17 Feb 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak Hao Wang Hao Li Junda Zhu Xinyuan Wang Changzai Pan Minlie Huang Lei Sha 160 0 0 23 Dec 2024
Time-Reversal Provides Unsupervised Feedback to LLMs Yerram Varun Rahul Madhavan Sravanti Addepalli A. Suggala Karthikeyan Shanmugam Prateek Jain LRM SyDa 64 0 0 03 Dec 2024
Markov Chain of Thought for Efficient Mathematical Reasoning Wen Yang Kai Fan Minpeng Liao LRM 44 4 0 23 Oct 2024
Estimating the Probabilities of Rare Outputs in Language Models Gabriel Wu Jacob Hilton AAML UQCV 48 2 0 17 Oct 2024
A Perspective on Literary Metaphor in the Context of Generative AI Imke van Heerden Anil Bas 23 1 0 02 Sep 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 44 6 0 08 Aug 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 52 18 0 08 Jul 2024
Variational Best-of-N Alignment Afra Amini Tim Vieira Ryan Cotterell Ryan Cotterell BDL 43 18 0 08 Jul 2024
Cascade Reward Sampling for Efficient Decoding-Time Alignment Bolian Li Yifan Wang A. Grama Ruqi Zhang Ruqi Zhang AI4TS 49 9 0 24 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 63 31 0 03 Jun 2024
A Framework for Real-time Safeguarding the Text Generation of Large Language Model Ximing Dong Dayi Lin Shaowei Wang Ahmed E. Hassan 41 1 0 29 Apr 2024
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation Sara Kangaslahti David Alvarez-Melis KELM 34 0 0 10 Apr 2024
Enhancing Court View Generation with Knowledge Injection and Guidance Ang Li Yiquan Wu Yifei Liu Fei Wu Ming Cai Kun Kuang AILaw 38 0 0 07 Mar 2024
GCOF: Self-iterative Text Generation for Copywriting Using Large Language Model Jianghui Zhou Ya Gao Jie Liu Xuemin Zhao Zhaohua Yang Yue Wu Lirong Shi 51 0 0 21 Feb 2024
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs Xun Liang Hanyu Wang Shichao Song Mengting Hu Xunzhi Wang Zhiyu Li Zhiyu Li Bo Tang 20 9 0 17 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 31 0 0 15 Feb 2024
Gradient-Based Language Model Red Teaming Nevan Wichers Carson E. Denison Ahmad Beirami 19 26 0 30 Jan 2024
Theoretical guarantees on the best-of-n alignment policy Ahmad Beirami Alekh Agarwal Jonathan Berant Alex DÁmour Jacob Eisenstein Chirag Nagpal A. Suresh 50 42 0 03 Jan 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
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints Kareem Ahmed Kai-Wei Chang Mathias Niepert 31 10 0 06 Dec 2023
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 37 4 0 26 Nov 2023
Controlled Text Generation via Language Model Arithmetic Jasper Dekoninck Marc Fischer Luca Beurer-Kellner Martin Vechev 31 36 0 24 Nov 2023
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu Changmin Lee Hojin Lee Sungroh Yoon 27 0 0 13 Nov 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 28 96 0 10 Oct 2023
Amortizing intractable inference in large language models Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 32 47 0 06 Oct 2023
Controllable Text Generation with Residual Memory Transformer Hanqing Zhang Sun Si Haiming Wu Dawei Song 37 1 0 28 Sep 2023
Text-Only Training for Visual Storytelling Yuechen Wang Wen-gang Zhou Zhenbo Lu Houqiang Li DiffM 28 2 0 17 Aug 2023
A Geometric Notion of Causal Probing Clément Guerner Anej Svete Tianyu Liu Alex Warstadt Ryan Cotterell LLMSV 41 12 0 27 Jul 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 24 7 0 14 Jul 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 38 8 0 31 May 2023
TalkUp: Paving the Way for Understanding Empowering Language Lucille Njoo Chan Young Park Octavia Stappart Marvin Thielk Yi Chu Yulia Tsvetkov 16 3 0 23 May 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng Tat-Seng Chua DiffM 43 10 0 22 May 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion Zexue He An Yan Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 29 2 0 15 May 2023
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise Jiaao Chen Aston Zhang Mu Li Alexander J. Smola Diyi Yang DiffM 32 17 0 10 Apr 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
Commonsense-Aware Prompting for Controllable Empathetic Dialogue Generation Yiren Liu H. Kilicoglu 14 7 0 02 Feb 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 26 7 0 05 Jan 2023
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Kyunghyun Cho James R. Glass Yulia Tsvetkov 40 44 0 20 Dec 2022
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation Yuxi Feng Xiaoyuan Yi Xiting Wang L. Lakshmanan Xing Xie DiffM 35 5 0 16 Dec 2022
Controllable Text Generation via Probability Density Estimation in the Latent Space Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Weihong Zhong Bing Qin 24 18 0 16 Dec 2022
Controlled Text Generation using T5 based Encoder-Decoder Soft Prompt Tuning and Analysis of the Utility of Generated Text in AI Damith Chamalke Senadeera Julia Ive 12 5 0 06 Dec 2022
AutoCAD: Automatically Generating Counterfactuals for Mitigating Shortcut Learning Jiaxin Wen Yeshuang Zhu Jinchao Zhang Jie Zhou Minlie Huang CML AAML 22 8 0 29 Nov 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 35 5 0 22 Nov 2022