Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following

28 February 2023

Papers citing "Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following"

25 / 25 papers shown

Title
Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack Leo McKee-Reid Christoph Sträter Maria Angelica Martinez Joe Needham Mikita Balesni OffRL 23 0 0 09 Oct 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 28 6 0 23 Jul 2024
$$\textit{GeoHard}$: Towards Measuring Class-wise Hardness through Modelling Class Semantics$ $\textit{GeoHard}$ : Towards Measuring Class-wise Hardness through Modelling Class Semantics Fengyu Cai Xinran Zhao Hongming Zhang Iryna Gurevych Heinz Koeppl 22 0 0 17 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 58 2 0 10 Jul 2024
Self-supervised Interpretable Concept-based Models for Text Classification Francesco De Santis Philippe Bich Gabriele Ciravegna Pietro Barbiero Danilo Giordano Tania Cerquitelli 26 0 0 20 Jun 2024
MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction Yuyan Liu Sirui Ding Sheng Zhou Wenqi Fan Qiaoyu Tan 34 6 0 18 Jun 2024
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment Heyan Huang Yinghao Li Huashan Sun Yu Bai Yang Gao 33 3 0 17 Jun 2024
Do LLMs Exhibit Human-Like Reasoning? Evaluating Theory of Mind in LLMs for Open-Ended Responses Maryam Amirizaniani Elias Martin Maryna Sivachenko A. Mashhadi Chirag Shah LRM 29 11 0 09 Jun 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models Sunhao Dai Chen Xu Shicheng Xu Liang Pang Zhenhua Dong Jun Xu 39 60 0 17 Apr 2024
Challenges Faced by Large Language Models in Solving Multi-Agent Flocking Peihan Li Vishnu Menon Bhavanaraj Gudiguntla Daniel Ting Lifeng Zhou AI4CE LLMAG 27 4 0 06 Apr 2024
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression Xinze Li Zhenghao Liu Chenyan Xiong Shi Yu Yukun Yan Shuo Wang Ge Yu VLM 25 4 0 25 Feb 2024
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling Jingying Zeng Jaewon Yang Waleed Malik Xiao Yan Richard Huang Qi He 22 1 0 16 Dec 2023
Generative Calibration for In-context Learning Zhongtao Jiang Yuanzhe Zhang Cao Liu Jun Zhao Kang Liu 149 17 0 16 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 22 15 0 05 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 47 5 0 04 Oct 2023
Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering Angus Addlesee Weronika Sieiñska Nancie Gunson Daniel Hernández García Christian Dondrup Oliver Lemon 12 20 0 29 Aug 2023
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Seonghyeon Ye Doyoung Kim Sungdong Kim Hyeonbin Hwang Seungone Kim Yongrae Jo James Thorne Juho Kim Minjoon Seo ALM 27 96 0 20 Jul 2023
PolyLM: An Open Source Polyglot Large Language Model Xiangpeng Wei Hao-Ran Wei Huan Lin Tianhao Li Pei Zhang ... Yu Bowen Dayiheng Liu Baosong Yang Fei Huang Jun Xie LRM 30 55 0 12 Jul 2023
Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering Wenjin Wang Yunhao Li Yixin Ou Yin Zhang VLM 14 24 0 01 Jun 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 10 55 0 23 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 19 152 0 11 May 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning Qian Liu Fan Zhou Zhengbao Jiang Longxu Dou Min-Bin Lin 9 17 0 17 Apr 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 301 11,730 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 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 1,296 0 17 Jan 2021