Towards Agile Text Classifiers for Everyone

Towards Agile Text Classifiers for Everyone

13 February 2023

Maximilian Mozes

Jessica Hoffmann

Tolga Bolukbasi

Papers citing "Towards Agile Text Classifiers for Everyone"

15 / 15 papers shown

Title
Lightweight Safety Classification Using Pruned Language Models Mason Sawtell Tula Masterman Sandi Besen Jim Brown 84 2 0 18 Dec 2024
Gemma 2: Improving Open Language Models at a Practical Size Gemma Team Gemma Team Morgane Riviere Shreya Pathak Pier Giuseppe Sessa Cassidy Hardin ... Noah Fiedel Armand Joulin Kathleen Kenealy Robert Dadashi Alek Andreev VLM MoE OSLM 35 43 0 31 Jul 2024
A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech Gaurav Verma Rynaa Grover Jiawei Zhou Binny Mathew Jordan Kraemer Munmun De Choudhury Srijan Kumar 32 2 0 21 Jul 2024
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics Tyler A. Chang Katrin Tomanek Jessica Hoffmann Nithum Thain Erin van Liemt Kathleen Meier-Hellstern Lucas Dixon 31 7 0 13 Mar 2024
ConstitutionalExperts: Training a Mixture of Principle-based Prompts S. Petridis Ben Wedin Ann Yuan James Wexler Nithum Thain 23 5 0 07 Mar 2024
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning Ananth Balashankar Xiao Ma Aradhana Sinha Ahmad Beirami Yao Qin Jilin Chen Alex Beutel 8 2 0 25 Oct 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 31 69 0 24 Aug 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 27 1,136 0 17 May 2023
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 225 495 0 28 Sep 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 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 8,261 0 28 Jan 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 131 276 0 15 Oct 2021
Challenges in Detoxifying Language Models Johannes Welbl Amelia Glaese J. Uesato Sumanth Dathathri John F. J. Mellor Lisa Anne Hendricks Kirsty Anderson Pushmeet Kohli Ben Coppin Po-Sen Huang LM&MA 242 191 0 15 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 254 374 0 28 Feb 2021