Towards Zero-Label Language Learning

19 September 2021

Papers citing "Towards Zero-Label Language Learning"

28 / 28 papers shown

Title
DeepThink: Aligning Language Models with Domain-Specific User Intents Yang Li Mingxuan Luo Yeyun Gong Chen Lin Jian Jiao Yi Liu Kaili Huang LRM ALM ELM 56 0 0 08 Feb 2025
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation Yannik Frisch Christina Bornberg Moritz Fuchs Anirban Mukhopadhyay MedIm 30 0 0 18 Jan 2025
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Suhas S Kowshik Abhishek Divekar Vijit Malik SyDa 37 0 0 13 Nov 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory Wei Fan Haoran Li Zheye Deng Weiqi Wang Yangqiu Song AILaw 33 8 0 17 Jun 2024
Edisum: Summarizing and Explaining Wikipedia Edits at Scale Marija Sakota Isaac Johnson Guosheng Feng Robert West SyDa KELM 33 2 0 04 Apr 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 45 10 0 29 Feb 2024
Faithful Persona-based Conversational Dataset Generation with Large Language Models Pegah Jandaghi XiangHai Sheng Xinyi Bai Jay Pujara Hakim Sidahmed 29 21 0 15 Dec 2023
ViPE: Visualise Pretty-much Everything Hassan Shahmohammadi Adhiraj Ghosh Hendrik P. A. Lensch DiffM 23 1 0 16 Oct 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code Xiao Liu Da Yin Chen Zhang Yansong Feng Dongyan Zhao ELM ReLM ReCod LRM 32 20 0 30 May 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models Qiang Zhang Jason Naradowsky Yusuke Miyao ELM 24 32 0 29 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach Masahiro Kaneko Graham Neubig Naoaki Okazaki 33 6 0 19 May 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation Bo Wang Heyan Huang Xiaochi Wei Ge Shi Xiao Liu Chong Feng Tong Zhou Shuai Wang Dawei Yin 38 5 0 16 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 102 0 13 May 2023
STA: Self-controlled Text Augmentation for Improving Text Classifications Congcong Wang Gonzalo Fiz Pontiveros Steven Derby Tri Kurniawan Wijaya 38 3 0 24 Feb 2023
Geographic and Geopolitical Biases of Language Models Fahim Faisal Antonios Anastasopoulos 18 20 0 20 Dec 2022
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 19 11 0 23 Nov 2022
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek F. Abdelzaher Jiawei Han VLM 46 46 0 06 Nov 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues Jiao Ou Jinchao Zhang Yang Feng Jie Zhou 33 13 0 30 Oct 2022
LAD: Language Models as Data for Zero-Shot Dialog Shikib Mehri Yasemin Altun M. Eskénazi 20 25 0 28 Jul 2022
Prototypical Calibration for Few-shot Learning of Language Models Zhixiong Han Y. Hao Li Dong Yutao Sun Furu Wei 170 52 0 20 May 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation Jiacheng Ye Jiahui Gao Qintong Li Hang Xu Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa 43 211 0 16 Feb 2022
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model Shaden Smith M. Patwary Brandon Norick P. LeGresley Samyam Rajbhandari ... M. Shoeybi Yuxiong He Michael Houston Saurabh Tiwary Bryan Catanzaro MoE 66 730 0 28 Jan 2022
Unsupervised Neural Machine Translation with Generative Language Models Only Jesse Michael Han Igor Babuschkin Harrison Edwards Arvind Neelakantan Tao Xu ... Alex Ray Pranav Shyam Aditya A. Ramesh Alec Radford Ilya Sutskever 44 36 0 11 Oct 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 33 3,561 0 03 Sep 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Mohit Bansal Diyi Yang 26 172 0 14 Jun 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,814 0 14 Dec 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 214 315 0 04 Mar 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019