Semantic-Oriented Unlabeled Priming for Large-Scale Language Models

Semantic-Oriented Unlabeled Priming for Large-Scale Language Models

12 February 2022

Yanchen Liu

Hinrich Schütze

Papers citing "Semantic-Oriented Unlabeled Priming for Large-Scale Language Models"

18 / 18 papers shown

Title
Assessing and Verifying Task Utility in LLM-Powered Applications Negar Arabzadeh Siging Huo Nikhil Mehta Qinqyun Wu Chi Wang Ahmed Hassan Awadallah Charles L. A. Clarke Julia Kiseleva 35 10 0 03 May 2024
Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications Negar Arabzadeh Julia Kiseleva Qingyun Wu Chi Wang Ahmed Hassan Awadallah Victor C. Dibia Adam Fourney Charles L. A. Clarke LLMAG 29 7 0 14 Feb 2024
Retrieval-augmented Multilingual Knowledge Editing Weixuan Wang Barry Haddow Alexandra Birch KELM 25 9 0 20 Dec 2023
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach Yanchen Liu Mingyu Derek Ma Wenna Qin Azure Zhou Jiaao Chen Weiyan Shi Wei Wang Diyi Yang 13 1 0 16 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 100 10 0 11 Nov 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 57 7 0 01 Nov 2023
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications Yanchen Liu Srishti Gautam Jiaqi Ma Himabindu Lakkaraju LMTD 24 11 0 23 Oct 2023
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding Bolei Ma Ercong Nie Helmut Schmid Hinrich Schütze AAML VLM LRM 29 8 0 15 Jul 2023
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules Yanchen Liu William B. Held Diyi Yang 43 10 0 22 May 2023
SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases Yanchen Liu Jing Yang Yan Chen Jing Liu Huaqin Wu MoE 39 2 0 28 Feb 2023
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations Xinxi Lyu Sewon Min Iz Beltagy Luke Zettlemoyer Hannaneh Hajishirzi VLM 12 62 0 19 Dec 2022
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages Ercong Nie Sheng Liang Helmut Schmid Hinrich Schütze VLM RALM LRM 20 22 0 19 Dec 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 213 1,656 0 15 Oct 2021
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 1,120 0 18 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 257 374 0 28 Feb 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 1,312 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,916 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020