Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time
Controllable Text Generation

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Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

23 October 2023

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Papers citing "Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation"

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Title
AgentCTG: Harnessing Multi-Agent Collaboration for Fine-Grained Precise Control in Text Generation Xinxu Zhou Jiaqi Bai Zhenqi Sun Fanxiang Zeng Yue Liu LLMAG 48 0 0 17 Sep 2025
DTPA: Dynamic Token-level Prefix Augmentation for Controllable Text Generation Jiabing Yang Yixiang Chen Zichen Wen Chenhang Cui Peiyan Li Yuan Xu Bowen Fang Yan Huang Liang Wang 40 0 0 06 Aug 2025
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zijian Feng Hanzhang Zhou Zixiao Zhu Kezhi Mao 108 6 0 14 Jun 2024
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference Jiabao Ji Yujian Liu Yang Zhang Gaowen Liu Ramana Rao Kompella Sijia Liu Shiyu Chang KELM MU 204 55 0 12 Jun 2024
Controllable Text Generation in the Instruction-Tuning Era D. Ashok Barnabas Poczos 165 8 0 02 May 2024
DESTEIN: Navigating Detoxification of Language Models via Universal Steering Pairs and Head-wise Activation Fusion Yu Li Zhihua Wei Han Jiang Chuanyang Gong LLMSV 104 7 0 16 Apr 2024
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs Xun Liang Hanyu Wang Shichao Song Mengting Hu Xunzhi Wang Zhiyu Li Feiyu Xiong Simin Niu 175 18 0 17 Feb 2024
Controllable Text Generation with Residual Memory TransformerAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Hanqing Zhang Sun Si Haiming Wu Dawei Song 135 3 0 28 Sep 2023