Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints

17 February 2023

Diyi Yang

Papers citing "Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints"

24 / 24 papers shown

Title
Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers Rin Ashizawa Yoichi Hirose Nozomu Yoshinari Kento Uchida Shinichi Shirakawa 61 0 0 03 Mar 2025
Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language Amalie Brogaard Pauli Isabelle Augenstein Ira Assent 44 5 0 24 Feb 2025
Automatic Prompt Generation and Grounding Object Detection for Zero-Shot Image Anomaly Detection Tsun-hin Cheung Ka-Chun Fung Songjiang Lai Kwan-Ho Lin Vincent To-Yee NG K. Lam 67 0 0 28 Nov 2024
ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction Yanlin Zhang Ning Li Quan Gan W. Zhang David Wipf Minjie Wang 21 0 0 13 Oct 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints Thomas Palmeira Ferraz Kartik Mehta Yu-Hsiang Lin Haw-Shiuan Chang Shereen Oraby Sijia Liu Vivek Subramanian Tagyoung Chung Mohit Bansal Nanyun Peng 48 7 0 09 Oct 2024
Task-oriented Prompt Enhancement via Script Generation Chung-Yu Wang Alireza DaghighFarsoodeh Hung Viet Pham LRM 37 0 0 24 Sep 2024
Adaptable Logical Control for Large Language Models Honghua Zhang Po-Nien Kung Masahiro Yoshida Guy Van den Broeck Nanyun Peng 38 8 0 19 Jun 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions Sreyan Ghosh Utkarsh Tyagi Sonal Kumar C. K. Evuru S Ramaneswaran S. Sakshi Dinesh Manocha 41 5 0 06 Jun 2024
Understanding Information Storage and Transfer in Multi-modal Large Language Models Samyadeep Basu Martin Grayson C. Morrison Besmira Nushi S. Feizi Daniela Massiceti 20 10 0 06 Jun 2024
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models Abhishek Kumar Sarfaroz Yunusov Ali Emami 36 3 0 23 May 2024
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP Chandra Kiran Reddy Evuru Sreyan Ghosh Sonal Kumar S. Ramaneswaran Utkarsh Tyagi Dinesh Manocha 40 8 0 30 Mar 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation Siyin Wang Shimin Li Tianxiang Sun Jinlan Fu Qinyuan Cheng Jiasheng Ye Junjie Ye Xipeng Qiu Xuanjing Huang 16 4 0 17 Feb 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions Yihan Chen Benfeng Xu Quan Wang Yi Liu Zhendong Mao ALM ELM 19 26 0 01 Jan 2024
Evaluating, Understanding, and Improving Constrained Text Generation for Large Language Models Xiang Chen Xiaojun Wan 22 0 0 25 Oct 2023
SoK: Memorization in General-Purpose Large Language Models Valentin Hartmann Anshuman Suri Vincent Bindschaedler David E. Evans Shruti Tople Robert West KELM LLMAG 16 20 0 24 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence Zhihua Wen Zhiliang Tian Wei Wu Yuxin Yang Yanqi Shi Zhen Huang Dongsheng Li RALM 37 13 0 09 Oct 2023
Unveiling Security, Privacy, and Ethical Concerns of ChatGPT Xiaodong Wu R. Duan Jianbing Ni SILM 25 172 0 26 Jul 2023
Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix) Cansu Koyuturk Mona Yavari Emily Theophilou Sathya Bursic Gregor Donabauer ... Raffaele Boiano A. Gabbiadini Davinia Hernández Leo Martin Ruskov D. Ognibene 22 18 0 18 Jun 2023
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence John J. Nay David Karamardian Sarah Lawsky Wenting Tao Meghana Moorthy Bhat Raghav Jain Aaron Travis Lee Jonathan H. Choi Jungo Kasai ELM AILaw 19 56 0 12 Jun 2023
When Giant Language Brains Just Aren't Enough! Domain Pizzazz with Knowledge Sparkle Dust Minh Le Nguyen Duy-Hung Nguyen Shahab Sabahi Hung Le Jeffrey Yang Hajime Hotta 14 1 0 12 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
A Recipe For Arbitrary Text Style Transfer with Large Language Models Emily Reif Daphne Ippolito Ann Yuan Andy Coenen Chris Callison-Burch Jason W. Wei 216 117 0 08 Sep 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 194 623 0 20 May 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 211 251 0 04 Jan 2021