Label Verbalization and Entailment for Effective Zero- and Few-Shot
Relation Extraction

Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction

8 September 2021

Oier López de Lacalle

Papers citing "Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction"

19 / 19 papers shown

Title
Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering Jan Hofmann Cornelia Sindermann Roman Klinger 19 0 0 06 Sep 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 13 0 0 31 May 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li Peng Wang Jiajun Liu Yikai Guo Ke Ji Ziyu Shang Zijie Xu LRM 35 7 0 27 Apr 2024
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification Robert Vacareanu F. Alam M. Islam Haris Riaz Mihai Surdeanu NAI 27 2 0 05 Mar 2024
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction Jianwei Wang Tianyin Wang Ziqian Zeng 50 1 0 28 Feb 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks Bo Li Wei Ye Quan-ding Wang Wen Zhao Shikun Zhang VLM 30 1 0 14 Dec 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 46 6 0 21 Dec 2022
Learning to Select from Multiple Options Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu 32 7 0 01 Dec 2022
Learning with Silver Standard Data for Zero-shot Relation Extraction Tianyi Wang Jianwei Wang Ziqian Zeng 21 2 0 25 Nov 2022
OpenStance: Real-world Zero-shot Stance Detection Hanzi Xu Slobodan Vučetić Wenpeng Yin 22 19 0 25 Oct 2022
Improving Distantly Supervised Relation Extraction by Natural Language Inference Kang Zhou Qiao Qiao Yuepei Li Qi Li 18 8 0 31 Jul 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 21 49 0 03 May 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 27 14 0 04 Feb 2022
Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection Ayush Kumar Vijit Malik Jithendra Vepa 22 1 0 14 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 71 1,029 0 01 Nov 2021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 238 805 0 14 Oct 2021
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 35 21 0 07 Jan 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