Contrastive Learning for Prompt-Based Few-Shot Language Learners

3 May 2022

Papers citing "Contrastive Learning for Prompt-Based Few-Shot Language Learners"

21 / 21 papers shown

Title
Few-shot Personalized Scanpath Prediction Ruoyu Xue Jingyi Xu Sounak Mondal Hieu Le G. Zelinsky Minh Hoai D. Samaras 19 0 0 07 Apr 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction Xinmeng Hou Lingyue Fu Chenhao Meng Hai Hu Wuqi Wang Hai Hu 72 0 0 29 Nov 2024
Prompt-enhanced Network for Hateful Meme Classification Junxi Liu Yanyan Feng Jiehai Chen Yun Xue Fenghuan Li VLM 55 0 0 12 Nov 2024
Across-Game Engagement Modelling via Few-Shot Learning Kosmas Pinitas Konstantinos Makantasis Georgios N. Yannakakis 31 1 0 19 Sep 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings Kang Liu 27 3 0 25 Apr 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 28 2 0 15 Feb 2024
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding Xuxin Cheng Bowen Cao Qichen Ye Zhihong Zhu Hongxiang Li Yuexian Zou 24 25 0 19 Nov 2023
ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Amrita Bhattacharjee Tharindu Kumarage Raha Moraffah Huan Liu DeLMO 22 45 0 07 Sep 2023
Emotion-Conditioned Text Generation through Automatic Prompt Optimization Yarik Menchaca Resendiz Roman Klinger 19 5 0 09 Aug 2023
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning Amirhossein Abaskohi S. Rothe Yadollah Yaghoobzadeh VLM 32 16 0 29 May 2023
Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts Xiaocui Yang Shi Feng Daling Wang Pengfei Hong Soujanya Poria 21 20 0 12 Nov 2022
ConsPrompt: Exploiting Contrastive Samples for Fewshot Prompt Learning Jinta Weng Yifan Deng D. D. Li Hao You Yue Hu Heyan Huang 20 1 0 08 Nov 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 23 15 0 20 Sep 2022
Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation Sirui Wang Kaiwen Wei Hongzhi Zhang Yun Li Wei Yu Wu 26 2 0 31 Aug 2022
Embedding Hallucination for Few-Shot Language Fine-tuning Yiren Jian Chongyang Gao Soroush Vosoughi 23 4 0 03 May 2022
Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning Ziyun Xu Chengyu Wang Minghui Qiu Fuli Luo Runxin Xu Songfang Huang Jun Huang VLM 38 31 0 01 Apr 2022
Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning Yuansheng Xie Soroush Vosoughi Saeed Hassanpour 19 2 0 30 Mar 2022
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting Yiren Jian Chongyang Gao 33 4 0 05 Oct 2021
Semi-Supervised Few-Shot Intent Classification and Slot Filling S. Basu Karine lp Kiun Chong Amr Sharaf Alex Fischer Vishal Rohra Michael Amoake Hazem El-Hammamy Ehimwenma Nosakhare Vijay Ramani Benjamin Han VLM 16 6 0 17 Sep 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,588 0 21 Jan 2020