Selecting Better Samples from Pre-trained LLMs: A Case Study on Question
Generation

Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation

22 September 2022

Yen-Hsiang Wang

Rania Abdelghani

Hélene Sauzéon

Pierre-Yves Oudeyer

Papers citing "Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation"

19 / 19 papers shown

Title
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents Zihao Lin Z. Wang Yuanting Pan Varun Manjunatha Ryan Rossi Angela Lau Lifu Huang Tong Sun RALM 67 0 0 17 Dec 2024
OMoS-QA: A Dataset for Cross-Lingual Extractive Question Answering in a German Migration Context Steffen Kleinle Jakob Prange Annemarie Friedrich RALM 33 0 0 22 Jul 2024
Learning-From-Mistakes Prompting for Indigenous Language Translation You-Cheng Liao Chen-Jui Yu Chi-Yi Lin He-Feng Yun Yen-Hsiang Wang Hsiao-Min Li Yao-Chung Fan 34 1 0 18 Jul 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Mengnan Du Shuaiqiang Wang Dawei Yin Sumi Helal 43 28 0 28 Jun 2024
Personalized LLM Response Generation with Parameterized Memory Injection Kai Zhang Lizhi Qing Yangyang Kang 29 11 0 04 Apr 2024
LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages Nataliia Kholodna Sahib Julka Mohammad Khodadadi Muhammed Nurullah Gumus Michael Granitzer 29 10 0 02 Apr 2024
A Moral Imperative: The Need for Continual Superalignment of Large Language Models Gokul Puthumanaillam Manav Vora Pranay Thangeda Melkior Ornik 29 7 0 13 Mar 2024
Graph Guided Question Answer Generation for Procedural Question-Answering Hai X. Pham Isma Hadji Xinnuo Xu Ziedune Degutyte Jay Rainey Evangelos Kazakos Afsaneh Fazly Georgios Tzimiropoulos Brais Martínez 9 1 0 24 Jan 2024
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination Kai Zhang Yangyang Kang Fubang Zhao Xiaozhong Liu 17 23 0 21 Sep 2023
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank Nischal Ashok Kumar Nigel Fernandez Zichao Wang Andrew S. Lan RALM 11 11 0 15 Jun 2023
Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding Ziang Xiao Xingdi Yuan Q. V. Liao Rania Abdelghani Pierre-Yves Oudeyer 11 130 0 17 Apr 2023
Large Language Models are Diverse Role-Players for Summarization Evaluation Ning Wu Ming Gong Linjun Shou Shining Liang Daxin Jiang 57 44 0 27 Mar 2023
GPT-3-driven pedagogical agents for training children's curious question-asking skills Rania Abdelghani Yen-Hsiang Wang Xingdi Yuan Tong Wang Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 23 100 0 25 Nov 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 277 1,114 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,311 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,913 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,576 0 03 Sep 2019