Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction

15 March 2022

Papers citing "Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction"

41 / 41 papers shown

Title
VeriDebug: A Unified LLM for Verilog Debugging via Contrastive Embedding and Guided Correction N. Wang Bingkun Yao Jie Zhou Yuchen Hu Xi Wang Nan Guan Zhe Jiang 36 0 0 27 Apr 2025
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 41 0 0 24 Feb 2025
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness Tanmay Parekh Jeffrey Kwan Jiarui Yu Sparsh Johri Hyosang Ahn Sreya Muppalla Kai-Wei Chang Wei Wang Nanyun Peng 39 1 0 24 Oct 2024
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding Dongyang Li Taolin Zhang Jiali Deng Longtao Huang Chengyu Wang Xiaofeng He Hui Xue 29 1 0 24 Jun 2024
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis Mikel Zubillaga Oscar Sainz A. Estarrona Oier López de Lacalle Eneko Agirre 51 2 0 09 Apr 2024
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 29 1 0 09 Apr 2024
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction Jianwei Wang Tianyin Wang Ziqian Zeng 46 1 0 28 Feb 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model A. Ustun Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 27 193 0 12 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer A. Ustun Marzieh Fadaee Sara Hooker 117 115 0 09 Feb 2024
Constrained Decoding for Cross-lingual Label Projection Duong Minh Le Yang Chen Alan Ritter Wei-ping Xu 19 7 0 05 Feb 2024
Towards Event Extraction from Speech with Contextual Clues Jingqi Kang Tongtong Wu Jinming Zhao Guitao Wang Guilin Qi Yuan-Fang Li Gholamreza Haffari 36 1 0 27 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
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 24 16 0 16 Nov 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 24 4 0 28 Oct 2023
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction Quzhe Huang Yanxi Zhang Dongyan Zhao AI4TS 19 8 0 25 Oct 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer Fei Wang Kuan-Hao Huang Kai-Wei Chang Muhao Chen 26 4 0 19 Sep 2023
Contextual Label Projection for Cross-Lingual Structured Prediction Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 27 4 0 16 Sep 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 24 18 0 12 Jun 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model I-Hung Hsu Zhiyu Xie Kuan-Hao Huang Premkumar Natarajan Nanyun Peng 32 40 0 26 May 2023
Code-Switched Text Synthesis in Unseen Language Pairs I-Hung Hsu Avik Ray Shubham Garg Nanyun Peng Jing Huang 24 3 0 26 May 2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 47 1 0 21 May 2023
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search Chris Jenkins Shantanu Agarwal Joel Barry Steven Fincke Elizabeth Boschee 21 5 0 17 May 2023
Few-shot Event Detection: An Empirical Study and a Unified View Yubo Ma Zehao Wang Yixin Cao Aixin Sun 50 10 0 03 May 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction Meiru Zhang Yixuan Su Zaiqiao Meng Z. Fu Nigel Collier 41 3 0 25 Mar 2023
Impact of Subword Pooling Strategy on Cross-lingual Event Detection Shantanu Agarwal Steven Fincke Chris Jenkins Scott Miller Elizabeth Boschee 19 2 0 22 Feb 2023
Global Constraints with Prompting for Zero-Shot Event Argument Classification Zizheng Lin Hongming Zhang Yangqiu Song 29 16 0 09 Feb 2023
T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks Iker García-Ferrero Rodrigo Agerri German Rigau 33 13 0 20 Dec 2022
Frustratingly Easy Label Projection for Cross-lingual Transfer Yang Chen Chao Jiang Alan Ritter Wei-ping Xu 19 31 0 28 Nov 2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction Xinya Du Heng Ji RALM 24 36 0 14 Nov 2022
MEE: A Novel Multilingual Event Extraction Dataset Amir Pouran Ben Veyseh J. Ebrahimi Franck Dernoncourt Thien Huu Nguyen 22 23 0 11 Nov 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 43 70 0 23 Oct 2022
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction Yunzhi Yao Shengyu Mao Ningyu Zhang Xiangnan Chen Shumin Deng Xi Chen Huajun Chen 26 9 0 19 Oct 2022
DICE: Data-Efficient Clinical Event Extraction with Generative Models Mingyu Derek Ma Alex S. Taylor Wei Wang Nanyun Peng MedIm 30 26 0 16 Aug 2022
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis Dhruv Mullick Alona Fyshe Bilal Ghanem 20 1 0 06 Jun 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 10 11 0 25 May 2022
Summarization as Indirect Supervision for Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 63 52 0 19 May 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization Sha Li Liyuan Liu Yiqing Xie Heng Ji Jiawei Han 41 4 0 15 Feb 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model I-Hung Hsu Kuan-Hao Huang Elizabeth Boschee Scott Miller Premkumar Natarajan Kai-Wei Chang Nanyun Peng 9 163 0 29 Aug 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Kuan-Hao Huang Wasi Uddin Ahmad Nanyun Peng Kai-Wei Chang AAML 89 34 0 17 Apr 2021
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 199 1,653 0 16 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,586 0 21 Jan 2020