Controllable Text Generation with Language Constraints

Controllable Text Generation with Language Constraints

20 December 2022

Karthik Narasimhan

Papers citing "Controllable Text Generation with Language Constraints"

17 / 17 papers shown

Title
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 42 0 0 04 May 2025
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs Leo Micklem Yan-Bin Shen Wenjing Luo Yan Zhang Hao Liang ... Weipeng Chen Bin Cui Blair Thornton Wentao Zhang Zenan Zhou ELM 76 16 0 02 Aug 2024
Controllable Text Generation in the Instruction-Tuning Era D. Ashok Barnabás Póczos 37 6 0 02 May 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models Qi He Jie Zeng Qianxi He Jiaqing Liang Yanghua Xiao 32 9 0 24 Apr 2024
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability Xing-ming Guo Fangxu Yu Huan Zhang Lianhui Qin Bin Hu AAML 117 69 0 13 Feb 2024
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding Lifu Tu Semih Yavuz Jin Qu Jiacheng Xu Rui Meng Caiming Xiong Yingbo Zhou 17 1 0 11 Dec 2023
Controlled Text Generation via Language Model Arithmetic Jasper Dekoninck Marc Fischer Luca Beurer-Kellner Martin Vechev 24 36 0 24 Nov 2023
FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models Yimin Jing Renren Jin Jiahao Hu Huishi Qiu Xiaohua Wang Peng Wang Deyi Xiong LRM ELM 20 1 0 16 Nov 2023
Prompt Engineering a Prompt Engineer Qinyuan Ye Maxamed Axmed Reid Pryzant Fereshte Khani VLM LLMAG LRM 19 28 0 09 Nov 2023
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 13 25 0 31 Oct 2023
Improving Seq2Seq Grammatical Error Correction via Decoding Interventions Houquan Zhou Yumeng Liu Zhenghua Li Min Zhang Bo-Wen Zhang Chen Li Ji Zhang Fei Huang 31 10 0 23 Oct 2023
Can Large Language Models Understand Real-World Complex Instructions? Qi He Jie Zeng Wenhao Huang Lina Chen Jin Xiao ... Shisong Chen Yikai Zhang Zhouhong Gu Jiaqing Liang Yanghua Xiao ALM LRM ELM 90 51 0 17 Sep 2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao Howard Chen Austin W. Hanjie Runzhe Yang Karthik Narasimhan 37 32 0 17 Jul 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning Ximing Lu Faeze Brahman Peter West Jaehun Jang Khyathi Raghavi Chandu ... Bill Yuchen Lin Skyler Hallinan Xiang Ren Sean Welleck Yejin Choi 20 26 0 24 May 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,909 0 04 Mar 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 225 338 0 02 Feb 2022
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 257 374 0 28 Feb 2021