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
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection Wei-Yao Wang Yu-Chieh Chang Wenjie Peng 22 0 0 27 Jan 2024
ARGS: Alignment as Reward-Guided Search Maxim Khanov Jirayu Burapacheep Yixuan Li 35 46 0 23 Jan 2024
Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generation Meng Cao Lei Shu Lei Yu Yun Zhu Nevan Wichers Yinxiao Liu Lei Meng OffRL ALM 27 4 0 14 Jan 2024
Parameter-Efficient Detoxification with Contrastive Decoding Tong Niu Caiming Xiong Semih Yavuz Yingbo Zhou 30 12 0 13 Jan 2024
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM Xiaoding Lu Zongyi Liu Adian Liusie Vyas Raina Vineet Mudupalli Yuwen Zhang W. Beauchamp 22 15 0 04 Jan 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity Andrew Lee Xiaoyan Bai Itamar Pres Martin Wattenberg Jonathan K. Kummerfeld Rada Mihalcea 77 96 0 03 Jan 2024
Can AI Be as Creative as Humans? Haonan Wang James Zou Michael C. Mozer Anirudh Goyal Alex Lamb ... Weijie J Su Zhun Deng Michael Qizhe Xie Hannah Brown Kenji Kawaguchi 60 11 0 03 Jan 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions Yihan Chen Benfeng Xu Quan Wang Yi Liu Zhendong Mao ALM ELM 26 26 0 01 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
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 18 4 0 28 Dec 2023
Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions Yinhong Liu Yixuan Su Ehsan Shareghi Nigel Collier 27 1 0 19 Dec 2023
How to Raise a Robot -- A Case for Neuro-Symbolic AI in Constrained Task Planning for Humanoid Assistive Robots Niklas Hemken F. Jacob Fabian Peller-Konrad Rainer Kartmann Tamim Asfour Hannes Hartenstein 21 1 0 14 Dec 2023
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer Xinpeng Wang Xiaoyuan Yi Han Jiang Shanlin Zhou Zhihua Wei Xing Xie 33 13 0 13 Dec 2023
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 24 1 0 11 Dec 2023
GTA: Gated Toxicity Avoidance for LM Performance Preservation Heegyu Kim Hyunsouk Cho 19 1 0 11 Dec 2023
Multimodality of AI for Education: Towards Artificial General Intelligence Gyeong-Geon Lee Lehong Shi Ehsan Latif Yizhu Gao Arne Bewersdorff ... Zheng Liu Hui Wang Gengchen Mai Tiaming Liu Xiaoming Zhai 29 38 0 10 Dec 2023
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation Jarad Forristal Niloofar Mireshghallah Greg Durrett Taylor Berg-Kirkpatrick 118 4 0 07 Dec 2023
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 43 11 0 03 Dec 2023
Controlled Text Generation via Language Model Arithmetic Jasper Dekoninck Marc Fischer Luca Beurer-Kellner Martin Vechev 31 36 0 24 Nov 2023
Causal ATE Mitigates Unintended Bias in Controlled Text Generation Rahul Madhavan Kahini Wadhawan 43 0 0 19 Nov 2023
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models Yuhan Liu Shangbin Feng Xiaochuang Han Vidhisha Balachandran Chan Young Park Sachin Kumar Yulia Tsvetkov DiffM 44 2 0 16 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 66 0 0 16 Nov 2023
How Well Do Large Language Models Truly Ground? Hyunji Lee Se June Joo Chaeeun Kim Joel Jang Doyoung Kim Kyoung-Woon On Minjoon Seo HILM 33 6 0 15 Nov 2023
Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory Lei Liu Xiaoyan Yang Yue Shen Binbin Hu Qing Cui Jinjie Gu Guannan Zhang LRM LLMAG KELM 43 19 0 15 Nov 2023
CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation Harshvardhan Srivastava Kanav Pruthi Soumen Chakrabarti Mausam 19 1 0 14 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
Controllable Topic-Focused Abstractive Summarization Seyed Ali Bahrainian Martin Jaggi Carsten Eickhoff 29 0 0 12 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 44 732 0 09 Nov 2023
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language Leonard Salewski A. Sophia Koepke Hendrik P. A. Lensch Zeynep Akata 34 2 0 08 Nov 2023
Can LLMs Follow Simple Rules? Norman Mu Sarah Chen Zifan Wang Sizhe Chen David Karamardian Lulwa Aljeraisy Basel Alomair Dan Hendrycks David Wagner ALM 25 27 0 06 Nov 2023
Successor Features for Efficient Multisubject Controlled Text Generation Mengyao Cao Mehdi Fatemi Jackie Chi Kit Cheung Samira Shabanian BDL 37 0 0 03 Nov 2023
Style Locality for Controllable Generation with kNN Language Models Gilles Nawezi Lucie Flek Charles F Welch RALM 21 0 0 01 Nov 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 41 10 0 30 Oct 2023
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics Sajad Mousavi Ricardo Luna Gutierrez Desik Rengarajan Vineet Gundecha Ashwin Ramesh Babu Avisek Naug Antonio Guillen-Perez Soumyendu Sarkar LRM HILM KELM 29 6 0 28 Oct 2023
Unpacking the Ethical Value Alignment in Big Models Xiaoyuan Yi Jing Yao Xiting Wang Xing Xie 24 11 0 26 Oct 2023
BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation Yufei Tian Felix Zhang Nanyun Peng 24 0 0 25 Oct 2023
Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation Mateusz Lango Ondrej Dusek 28 8 0 25 Oct 2023
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks Aradhana Sinha Ananth Balashankar Ahmad Beirami Thi Avrahami Jilin Chen Alex Beutel AAML 27 4 0 25 Oct 2023
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation Swarnadeep Saha Omer Levy Asli Celikyilmaz Mohit Bansal Jason Weston Xian Li MoMe 31 71 0 23 Oct 2023
Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation Tianqi Zhong Quan Wang Jingxuan Han Yongdong Zhang Zhendong Mao 33 9 0 23 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 43 10 0 23 Oct 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation Zexue He Yu-Xiang Wang An Yan Yao Liu Eric Y. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu ELM 83 14 0 21 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 48 42 0 16 Oct 2023
Self-Detoxifying Language Models via Toxification Reversal Chak Tou Leong Yi Cheng Jiashuo Wang Jian Wang Wenjie Li MU 24 30 0 14 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 35 32 0 13 Oct 2023
Does Synthetic Data Make Large Language Models More Efficient? Sia Gholami Marwan Omar 33 12 0 11 Oct 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon Beyza Ermis Patrick Lewis Sara Hooker 36 20 0 11 Oct 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 28 94 0 10 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 32 33 0 09 Oct 2023
Reward Dropout Improves Control: Bi-objective Perspective on Reinforced LM Changhun Lee Chiehyeon Lim 34 0 0 06 Oct 2023