Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning

3 May 2022

Oscar Sainz

Itziar Gonzalez-Dios

Oier López de Lacalle

Bonan Min

Eneko Agirre

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Papers citing "Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning"

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Title
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing Vlad-Andrei Negru Robert Vacareanu Camelia Lemnaru Mihai Surdeanu Rodica Potolea 89 0 0 13 Feb 2025
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries Paul Roit Aviv Slobodkin Eran Hirsch Arie Cattan Ayal Klein Valentina Pyatkin Ido Dagan 32 1 0 08 Aug 2024
Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks Yida Cai Hao Sun Hsiu-Yuan Huang Yunfang Wu 27 1 0 04 Jun 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 13 0 0 31 May 2024
Asking and Answering Questions to Extract Event-Argument Structures Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 20 3 0 25 Apr 2024
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis Mikel Zubillaga Oscar Sainz A. Estarrona Oier López de Lacalle Eneko Agirre 46 2 0 09 Apr 2024
Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 27 2 0 07 Apr 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Hanzi Xu Muhao Chen Lifu Huang Slobodan Vučetić Wenpeng Yin BDL VLM 25 1 0 06 Mar 2024
Improving Event Definition Following For Zero-Shot Event Detection Zefan Cai Po-Nien Kung Ashima Suvarna Mingyu Derek Ma Hritik Bansal Baobao Chang P. Brantingham Wei Wang Nanyun Peng 16 7 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 38 1 0 28 Feb 2024
Textual Entailment for Effective Triple Validation in Object Prediction Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez KELM 11 1 0 29 Jan 2024
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction Kuan-Hao Huang I-Hung Hsu Tanmay Parekh Zhiyu Xie Zixuan Zhang Premkumar Natarajan Kai-Wei Chang Nanyun Peng Heng Ji 19 16 0 16 Nov 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction Oscar Sainz Iker García-Ferrero Rodrigo Agerri Oier López de Lacalle German Rigau Eneko Agirre 24 75 0 05 Oct 2023
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation Hao Peng Xiaozhi Wang Feng Yao Kaisheng Zeng Lei Hou Juanzi Li Zhiyuan Liu Weixing Shen 19 18 0 12 Jun 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models Mingyu Derek Ma Xiaoxu Wang Po-Nien Kung P. Brantingham Nanyun Peng Wei Wang SyDa 15 4 0 24 May 2023
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection David Dukić Kiril Gashteovski Goran Glavavs Jan vSnajder 8 0 0 23 May 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 21 19 0 18 Mar 2023
ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT Xiang Wei Xingyu Cui Ning Cheng Xiaobin Wang Xin Zhang ... Jinan Xu Yufeng Chen Meishan Zhang Yong-jia Jiang Wenjuan Han 25 236 0 20 Feb 2023
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories Oscar Sainz Oier López de Lacalle Eneko Agirre German Rigau 17 6 0 07 Feb 2023
Universal Information Extraction as Unified Semantic Matching Jie Lou Yaojie Lu Dai Dai Wei Jia Hongyu Lin Xianpei Han Le Sun Hua-Hong Wu 17 69 0 09 Jan 2023
Learning to Select from Multiple Options Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu 19 7 0 01 Dec 2022
OpenStance: Real-world Zero-shot Stance Detection Hanzi Xu Slobodan Vučetić Wenpeng Yin 14 19 0 25 Oct 2022
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 38 15 0 25 May 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters Tal Schuster Sihao Chen S. Buthpitiya Alex Fabrikant Donald Metzler 8 41 0 15 Apr 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations Oscar Sainz Haoling Qiu Oier López de Lacalle Eneko Agirre Bonan Min SyDa 27 12 0 25 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 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 236 780 0 14 Oct 2021
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 21 21 0 07 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 251 1,382 0 21 Jan 2020
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 232 319 0 21 Aug 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 187 574 0 02 May 2018