Rethinking Semi-supervised Learning with Language Models

Rethinking Semi-supervised Learning with Language Models

22 May 2023

Francesco Tonolini

Nikolaos Aletras

Papers citing "Rethinking Semi-supervised Learning with Language Models"

18 / 18 papers shown

Title
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search Kaixin Wu Yixin Ji Z. Chen Qiang Wang Cunxiang Wang ... Jia Xu Zhongyi Liu Jinjie Gu Yuan Zhou Linjian Mo KELM CLL 92 0 0 02 Dec 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 44 2 0 14 Nov 2024
A Comparative Study of Pre-training and Self-training Yiheng Wang Jiayu Lin Zuoquan Lin SSL 25 0 0 04 Sep 2024
Instruction Tuning With Loss Over Instructions Zhengyan Shi Adam X. Yang Bin Wu Laurence Aitchison Emine Yilmaz Aldo Lipani ALM 24 20 0 23 May 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 67 24 0 19 Mar 2024
Improving Agent Interactions in Virtual Environments with Language Models Jack Zhang LLMAG 24 0 0 08 Feb 2024
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 31 1 0 14 Oct 2023
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning Zhengxiang Shi Aldo Lipani VLM 26 30 0 11 Sep 2023
Solving Dialogue Grounding Embodied Task in a Simulated Environment using Further Masked Language Modeling Weijie Zhang 27 0 0 21 Jun 2023
Rethink the Effectiveness of Text Data Augmentation: An Empirical Analysis Zhengxiang Shi Aldo Lipani 32 2 0 13 Jun 2023
Self Contrastive Learning for Session-based Recommendation Zhengxiang Shi Xi Wang Aldo Lipani 28 5 0 02 Jun 2023
Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner Zhengxiang Shi Aldo Lipani VLM CLL 34 21 0 02 May 2023
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 231 862 0 15 Oct 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 231 4,469 0 23 Jan 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,588 0 21 Jan 2020
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 244 269 0 30 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018