Plug and Play Language Models: A Simple Approach to Controlled Text Generation

4 December 2019

Andrea Madotto

Papers citing "Plug and Play Language Models: A Simple Approach to Controlled Text Generation"

50 / 619 papers shown

Title
Speaking the Language of Your Listener: Audience-Aware Adaptation via Plug-and-Play Theory of Mind Ece Takmaz Nicolo' Brandizzi Mario Giulianelli Sandro Pezzelle Raquel Fernández 32 6 0 31 May 2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses Liyan Tang Yifan Peng Yanshan Wang Ying Ding Greg Durrett Justin F. Rousseau 32 9 0 30 May 2023
Controlled Text Generation with Hidden Representation Transformations Vaibhav Kumar H. Koorehdavoudi Masud Moshtaghi Amita Misra Ankit Chadha Emilio Ferrara 26 3 0 30 May 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models Zhengyan Zhang Zhiyuan Zeng Yankai Lin Huadong Wang Deming Ye ... Xu Han Zhiyuan Liu Peng Li Maosong Sun Jie Zhou KELM 49 11 0 28 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 36 5 0 28 May 2023
Backpack Language Models John Hewitt John Thickstun Christopher D. Manning Percy Liang KELM 21 16 0 26 May 2023
Future-conditioned Unsupervised Pretraining for Decision Transformer Zhihui Xie Zichuan Lin Deheng Ye Qiang Fu Wei Yang Shuai Li OffRL OnRL 51 22 0 26 May 2023
Balancing Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer Debarati Das David Ma Dongyeop Kang 21 2 0 24 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 38 0 0 24 May 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 28 26 0 24 May 2023
Controlling Pre-trained Language Models for Grade-Specific Text Simplification Sweta Agrawal Marine Carpuat 24 14 0 24 May 2023
GRACE: Discriminator-Guided Chain-of-Thought Reasoning Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Ho Hin Lee Lu Wang LRM 32 38 0 24 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 31 6 0 24 May 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control Yunzhe Li Qian Chen Weixiang Yan Wen Wang Qinglin Zhang Hari Sundaram 30 3 0 23 May 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation Rishabh Gupta Shaily Desai Manvi Goel Anil Bandhakavi Tanmoy Chakraborty Md. Shad Akhtar 23 23 0 23 May 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker Sukmin Cho Soyeong Jeong Jeongyeon Seo Jong C. Park OffRL 65 23 0 23 May 2023
Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals Ananth Balashankar Xuezhi Wang Yao Qin Ben Packer Nithum Thain Jilin Chen Ed H. Chi Alex Beutel 25 0 0 22 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 31 150 0 22 May 2023
Word Embeddings Are Steers for Language Models Chi Han Jialiang Xu Manling Li Yi R. Fung Chenkai Sun Nan Jiang Tarek Abdelzaher Heng Ji LLMSV 32 29 0 22 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
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases Xin Liu Muhammad Khalifa Lu Wang 36 18 0 19 May 2023
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation Javier García Gilabert Carlos Escolano Marta R. Costa-jussá CLL MU 29 2 0 19 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 36 360 0 19 May 2023
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation Junkai Zhou Liang Pang Huawei Shen Xueqi Cheng 27 9 0 18 May 2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist Iftitahu Ni'mah Meng Fang Vlado Menkovski Mykola Pechenizkiy 42 13 0 15 May 2023
Creative Data Generation: A Review Focusing on Text and Poetry Mohamad Elzohbi Richard Zhao 20 5 0 15 May 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion Zexue He An Yan Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 35 2 0 15 May 2023
Can Diffusion Model Achieve Better Performance in Text Generation? Bridging the Gap between Training and Inference! Zecheng Tang Pinzheng Wang Keyan Zhou Juntao Li Ziqiang Cao Mengdi Zhang DiffM 37 11 0 08 May 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting Maximillian Chen Xiao Yu Weiyan Shi Urvi Awasthi Zhou Yu 26 24 0 06 May 2023
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation Zhiling Zhang Mengyue Wu Ke Zhu AI4CE 30 1 0 04 May 2023
TIGTEC : Token Importance Guided TExt Counterfactuals Milan Bhan Jean-Noel Vittaut Nicolas Chesneau Marie-Jeanne Lesot 24 9 0 24 Apr 2023
On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research Luiza Amador Pozzobon Beyza Ermis Patrick Lewis Sara Hooker 46 45 0 24 Apr 2023
Learn What NOT to Learn: Towards Generative Safety in Chatbots Leila Khalatbari Yejin Bang Dan Su Willy Chung Saeedeh Ghadimi Hossein Sameti Pascale Fung 41 7 0 21 Apr 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears Zheng Yuan Hongyi Yuan Chuanqi Tan Wei Wang Songfang Huang Feiran Huang ALM 45 348 0 11 Apr 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
Inspecting and Editing Knowledge Representations in Language Models Evan Hernandez Belinda Z. Li Jacob Andreas KELM 24 80 0 03 Apr 2023
Synthetically generated text for supervised text analysis Andrew Halterman DeLMO 32 6 0 28 Mar 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 74 54 0 27 Mar 2023
Diffusion Models for Non-autoregressive Text Generation: A Survey Yifan Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen MedIm DiffM 45 33 0 12 Mar 2023
Rewarding Chatbots for Real-World Engagement with Millions of Users R. Irvine D. Boubert Vyas Raina Adian Liusie Ziyi Zhu ... Valentin Assassi Christie-Carol Beauchamp Xiaoding Lu Thomas Rialan W. Beauchamp ALM 30 38 0 10 Mar 2023
Extrapolative Controlled Sequence Generation via Iterative Refinement Vishakh Padmakumar Richard Yuanzhe Pang He He Ankur P. Parikh 28 9 0 08 Mar 2023
Automatically Auditing Large Language Models via Discrete Optimization Erik Jones Anca Dragan Aditi Raghunathan Jacob Steinhardt 48 158 0 08 Mar 2023
Mixture of Soft Prompts for Controllable Data Generation Derek Chen Celine Lee Yunan Lu Domenic Rosati Zhou Yu 117 23 0 02 Mar 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 32 43 0 01 Mar 2023
N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space Rao Ma Mark Gales Kate Knill Mengjie Qian 11 32 0 01 Mar 2023
Systematic Rectification of Language Models via Dead-end Analysis Mengyao Cao Mehdi Fatemi Jackie C.K. Cheung Samira Shabanian KELM 32 16 0 27 Feb 2023
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling Rui Wang Pengyu Cheng Ricardo Henao 20 12 0 25 Feb 2023
Topic-Selective Graph Network for Topic-Focused Summarization Shi Zesheng Yucheng Zhou 33 2 0 25 Feb 2023
Generative Sentiment Transfer via Adaptive Masking Ying Xie Jie Xu Liqiang Qiao Yun Liu Feiren Huang Chaozhuo Li 24 0 0 23 Feb 2023
Guiding Large Language Models via Directional Stimulus Prompting Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 40 95 0 22 Feb 2023