---
title: "Workshop on Event Extraction and Understanding: Challenges"
description: "Workshop on Event Extraction and Understanding: Challenges and Applications 2026 — accepted papers: 15 papers in the Elamur Research…"
canonical: "https://research.elamur.ai/free/en/venues/eeuca/2026/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/eeuca/2026/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Event Extraction and…](https://md.research.elamur.ai/free/en/venues/eeuca/) / 2026

# Workshop on Event Extraction and Understanding: Challenges and Applications 2026 — accepted papers

Workshop on Event Extraction and Understanding: Challenges and Applications 2026 is the 2026 edition of the Workshop on Event Extraction and Understanding: Challenges and Applications, held in San Diego, California, USA, July 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 25 papers of it; our library holds 15 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 San Diego, California, [United States](https://md.research.elamur.ai/free/en/countries/united-states/) · 🗓 July 2026

[**25** papers in the proceedings](#all) · [**15** works in our library](https://md.research.elamur.ai/free/en/venues/eeuca/2026/#works) · [**12** citations of these works](https://md.research.elamur.ai/free/en/venues/eeuca/2026/#works)

## All accepted papers (25)

The most cited first; 15 with our summary link to their page here, the others to the original.

1. **[A Qualia-Based Audit of Procedural Event Annotations](https://md.research.elamur.ai/free/en/papers/rim-2026-qualia-based-audit-procedural-event/)**Kyeongmin Rim, Marc Verhagen, James Pustejovsky*our summary*
2. **[A Self-Reflective LLM-based Architecture for Semi-Open Event Extraction](https://md.research.elamur.ai/free/en/papers/tanev-2026-self-reflective-llm-based-architecture/)**Hristo Tanev, Michel de Bollivier, Bertrand De Longueville*our summary*
3. **[Benchmarking Models for Low-Resource Nepali Event Extraction with Trigger Phrase Identification and Event Classification](https://md.research.elamur.ai/free/en/papers/maharjan-2026-benchmarking-models-low-resource-nepali/)**Sujal Maharjan, Astha Shrestha, Lakshmojee Koduru et al.*our summary*
4. **[CSECU-Learners@EEUCA 2026: Vaccine Critical Memes Identification using Two-Stage Early Fusion of Transformers ↗](https://aclanthology.org/2026.eeuca-1.18/)**Monir Ahmad, Md. Saif Uddin
5. **[CUET_SYNTHETICA@EEUCA 2026: Gated Cross-Modal Attention with Domain-Adapted Text Encoding for Vaccine-Critical Meme Detection ↗](https://aclanthology.org/2026.eeuca-1.14/)**Sumaiya Zaman, Miftahul Jannat Rishta, Shiti Chowdhury
6. **[Constructing a Silver Corpus for Weakly Supervised Vietnamese Event Extraction using Cross-Document N-ary Relation Filtering](https://md.research.elamur.ai/free/en/papers/hieu-2026-constructing-silver-corpus-weakly-supervised/)**Phạm Xuân Hiệu, Tuan Vu Minh, Mai-Vu Tran et al.*our summary*
7. **[FNLP412@EEUCA 2026: Understanding Toxic Behavioral Intent in Gaming Chat Logs using Transfer Learning and Synthetic Data Augmentation](https://md.research.elamur.ai/free/en/papers/radulescu-2026-fnlp412-eeuca-2026-understanding-toxic/)**Mihai Radu Radulescu*our summary*
8. **[GENOME: A New Geopolitical Event Methodology and Dataset using Large Language Models](https://md.research.elamur.ai/free/en/papers/orto-2026-genome-new-geopolitical-event-methodology/)**Alessandro Dell'Orto, Jesse Kommandeur*our summary*
9. **[LINUS@EEUCA 2026: Fine-grained Toxicity Detection in Gaming Chat using Multilingual Transformers ↗](https://aclanthology.org/2026.eeuca-1.24/)**Prajwal Ghimire, Aashish Mahato, Sunil Regmi
10. **[LilyMeme@EEUCA 2026: Multimodal Vaccine Meme Stance Detection with Task-Adapted MemeCLIP and Complementary Ensembling ↗](https://aclanthology.org/2026.eeuca-1.23/)**Yixuan Li, Xiaolong Yin, Yang Yang
11. **[Linus@EEUCA 2026: Multimodal and Text-Only Approaches to Vaccine-Critical Meme Detection. ↗](https://aclanthology.org/2026.eeuca-1.25/)**Darwin Acharya, Shiv Ram Saud, Sunil Regmi
12. **[Multimodal Identification of Vaccine Content Stance on Social Media](https://md.research.elamur.ai/free/en/papers/thapa-2026-multimodal-identification-vaccine-content-stance/)**Surendrabikram Thapa, Shuvam Shiwakoti, Siddhant Bikram Shah et al.*our summary*
13. **[Overview of the Workshop on Event Extraction and Understanding: Challenges and Applications ↗](https://aclanthology.org/2026.eeuca-1.1/)**Ali Hürriyetoğlu, Surendrabikram Thapa, Hristo Tanev et al.
14. **[PSK@EEUCA 2026: Fine-tuning Large Language Models with Synthetic Data Augmentation for Multi-class Toxicity Detection in Gaming Chat](https://md.research.elamur.ai/free/en/papers/pulipaka-2026-psk-eeuca-2026-fine-tuning/)**Srikar Kashyap Pulipaka*our summary*
15. **[Quasar@EEUCA 2026: Multimodal Deep Learning for Vaccine Stance Detection in Memes ↗](https://aclanthology.org/2026.eeuca-1.13/)**Adiba Fairooz Chowdhury, MD Sagor Chowdhury
16. **[ShriNep@EEUCA 2026: RAKSHAK – Multi-Task DeBERTa with Rationale Distillation and Jigsaw-Augmented Training for Toxic Intent Classification ↗](https://aclanthology.org/2026.eeuca-1.19/)**Binayak Karki, Aryan Kafle, Pingala Ghimire
17. **[TAGA@EEUCA 2026: Token-Attribution Guided Attention for Fine-Grained Toxic Behaviour Classification in Online Gaming Communities](https://md.research.elamur.ai/free/en/papers/shah-2026-taga-eeuca-2026-token-attribution/)**Akshyat Shah, Shashi Sah, Aryan Gupta et al.*our summary*
18. **[Understanding Toxic Behavior in Gaming Communities Using AI to Promote Healthier Digital Spaces ↗](https://aclanthology.org/2026.eeuca-1.2/)**Surendrabikram Thapa, Shuvam Shiwakoti, Siddhant Bikram Shah et al.
19. **[When Tasks Share Structure: A Comparative Study of Training Strategies for Generative Event Extraction](https://md.research.elamur.ai/free/en/papers/ravikumar-2026-when-tasks-share-structure-comparative/)**Rishi Ravikumar, Riza Batista-Navarro*our summary*
20. **[_alexcristea@EEUCA 2026: A Robust Early-Fusion ERNIE Pipeline for Multimodal COVID-19 Vaccine Meme Classification](https://md.research.elamur.ai/free/en/papers/marian-2026-alexcristea-eeuca-2026-robust-early/)**Cristea Alexandru-Marian, Costin Ionescu*our summary*
21. **[syuhhh@EEUCA 2026: A Three-Stage Progressive Training Framework for Fine-Grained Toxicity Detection in Online Gaming Communities](https://md.research.elamur.ai/free/en/papers/shi-2026-syuhhh-eeuca-2026-three-stage/)**Yuhao Shi, Yu Wang, Shengjie Zhao*our summary*
22. **[thaulab@EEUCA 2026: Who Said What to Whom? A Targeting-Aware Neural-Symbolic Pipeline for Gaming Toxicity Detection ↗](https://aclanthology.org/2026.eeuca-1.16/)**Anmol Guragain, Marcos Estecha-Garitagoitia, Luis Fernando D'Haro et al.
23. **[wangkongqiang@EEUCA 2026: Multimodal Identification of Vaccine Critical Content on Social Media](https://md.research.elamur.ai/free/en/papers/wang-2026-wangkongqiang-eeuca-2026-multimodal-identification/)**Kongqiang Wang, Peng Zhang, Quingli Tan*our summary*
24. **[wangkongqiang@EEUCA 2026: Understanding Toxic Behavioral Intent in Gaming Chat Logs](https://md.research.elamur.ai/free/en/papers/wang-2026-wangkongqiang-eeuca-2026-understanding-toxic/)**Kongqiang Wang, Peng Zhang, Quingli Tan*our summary*
25. **[wenbin@EEUCA 2026: MoEs-VaxAgent, A Two-Stage Framework for Multimodal Vaccine Critical Meme Detection](https://md.research.elamur.ai/free/en/papers/shen-2026-wenbin-eeuca-2026-moes-vaxagent/)**Wenbin Shen*our summary*

## Papers with our summary in our library (15)

The most cited first (OpenAlex citations plus our library's).

1. **[Multimodal Identification of Vaccine Content Stance on Social Media](https://md.research.elamur.ai/free/en/papers/thapa-2026-multimodal-identification-vaccine-content-stance/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Surendrabikram Thapa, Shuvam Shiwakoti, Siddhant Bikram Shah, et al.*2026 · 9 citations*
2. **[Benchmarking Models for Low-Resource Nepali Event Extraction with Trigger Phrase Identification and Event Classification](https://md.research.elamur.ai/free/en/papers/maharjan-2026-benchmarking-models-low-resource-nepali/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Sujal Maharjan, Astha Shrestha, Lakshmojee Koduru, et al.*2026 · 1 citation*
3. **[When Tasks Share Structure: A Comparative Study of Training Strategies for Generative Event Extraction](https://md.research.elamur.ai/free/en/papers/ravikumar-2026-when-tasks-share-structure-comparative/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Rishi Ravikumar, Riza Batista-Navarro*2026 · 1 citation*
4. **[A Self-Reflective LLM-based Architecture for Semi-Open Event Extraction](https://md.research.elamur.ai/free/en/papers/tanev-2026-self-reflective-llm-based-architecture/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Hristo Tanev, Michel de Bollivier, Bertrand De Longueville*2026 · 1 citation*
5. **[_alexcristea@EEUCA 2026: A Robust Early-Fusion ERNIE Pipeline for Multimodal COVID-19 Vaccine Meme Classification](https://md.research.elamur.ai/free/en/papers/marian-2026-alexcristea-eeuca-2026-robust-early/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Cristea Alexandru-Marian, Costin Ionescu*2026*
6. **[GENOME: A New Geopolitical Event Methodology and Dataset using Large Language Models](https://md.research.elamur.ai/free/en/papers/orto-2026-genome-new-geopolitical-event-methodology/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Alessandro Dell'Orto, Jesse Kommandeur*2026*
7. **[PSK@EEUCA 2026: Fine-tuning Large Language Models with Synthetic Data Augmentation for Multi-class Toxicity Detection in Gaming Chat](https://md.research.elamur.ai/free/en/papers/pulipaka-2026-psk-eeuca-2026-fine-tuning/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Srikar Kashyap Pulipaka*2026*
8. **[FNLP412@EEUCA 2026: Understanding Toxic Behavioral Intent in Gaming Chat Logs using Transfer Learning and Synthetic Data Augmentation](https://md.research.elamur.ai/free/en/papers/radulescu-2026-fnlp412-eeuca-2026-understanding-toxic/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Mihai Radu Radulescu*2026*
9. **[A Qualia-Based Audit of Procedural Event Annotations](https://md.research.elamur.ai/free/en/papers/rim-2026-qualia-based-audit-procedural-event/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Kyeongmin Rim, Marc Verhagen, James Pustejovsky*2026*
10. **[TAGA@EEUCA 2026: Token-Attribution Guided Attention for Fine-Grained Toxic Behaviour Classification in Online Gaming Communities](https://md.research.elamur.ai/free/en/papers/shah-2026-taga-eeuca-2026-token-attribution/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Akshyat Shah, Shashi Sah, Aryan Gupta, et al.*2026*
11. **[wenbin@EEUCA 2026: MoEs-VaxAgent, A Two-Stage Framework for Multimodal Vaccine Critical Meme Detection](https://md.research.elamur.ai/free/en/papers/shen-2026-wenbin-eeuca-2026-moes-vaxagent/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Wenbin Shen*2026*
12. **[syuhhh@EEUCA 2026: A Three-Stage Progressive Training Framework for Fine-Grained Toxicity Detection in Online Gaming Communities](https://md.research.elamur.ai/free/en/papers/shi-2026-syuhhh-eeuca-2026-three-stage/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Yuhao Shi, Yu Wang, Shengjie Zhao*2026*
13. **[Constructing a Silver Corpus for Weakly Supervised Vietnamese Event Extraction using Cross-Document N-ary Relation Filtering](https://md.research.elamur.ai/free/en/papers/hieu-2026-constructing-silver-corpus-weakly-supervised/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Phạm Xuân Hiệu, Tuan Vu Minh, Mai-Vu Tran, et al.*2026*
14. **[wangkongqiang@EEUCA 2026: Multimodal Identification of Vaccine Critical Content on Social Media](https://md.research.elamur.ai/free/en/papers/wang-2026-wangkongqiang-eeuca-2026-multimodal-identification/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Kongqiang Wang, Peng Zhang, Quingli Tan*2026*
15. **[wangkongqiang@EEUCA 2026: Understanding Toxic Behavioral Intent in Gaming Chat Logs](https://md.research.elamur.ai/free/en/papers/wang-2026-wangkongqiang-eeuca-2026-understanding-toxic/) [Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)**Kongqiang Wang, Peng Zhang, Quingli Tan*2026*

## Top topics

Topics of its works in our library, with the number of works on each.

[Bias, fairness & safety (5)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Information extraction (4)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Vision & language (4)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/)

## Fields

[Computer Science (15)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (9)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (6)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Hristo Tanev**2 works here · 10 citations](https://md.research.elamur.ai/free/en/authors/hristo-tanev/) · [🧑‍🔬**Kritesh Rauniyar**2 works here · 10 citations](https://md.research.elamur.ai/free/en/authors/kritesh-rauniyar/) · [🧑‍🔬**Shuvam Shiwakoti**2 works here · 10 citations](https://md.research.elamur.ai/free/en/authors/shuvam-shiwakoti/) · [🧑‍🔬**Surendrabikram Thapa**2 works here · 10 citations](https://md.research.elamur.ai/free/en/authors/surendrabikram-thapa/) · [🧑‍🔬**Kongqiang Wang**2 works here](https://md.research.elamur.ai/free/en/authors/kongqiang-wang/) · [🧑‍🔬**Peng Zhang**2 works here](https://md.research.elamur.ai/free/en/authors/peng-zhang/) · [🧑‍🔬**Quingli Tan**2 works here](https://md.research.elamur.ai/free/en/authors/quingli-tan/) · [🧑‍🔬**Ali Hürriyetoğlu**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/ali-hurriyetoglu/) · [🧑‍🔬**Kristina T. Johnson**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/kristina-t-johnson/) · [🧑‍🔬**Laxmi Thapa**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/laxmi-thapa/) · [🧑‍🔬**Siddhant Bikram Shah**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/siddhant-bikram-shah/) · [🧑‍🔬**Surabhi Adhikari**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/surabhi-adhikari/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Bucharest** Bucharest · Romania 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-bucharest/) · [🎓**Yunnan University** Kunming · China 2 works here](https://md.research.elamur.ai/free/en/universities/yunnan-university/) · [🏛️**European Commission** Brussels · Belgium 2 works here](https://md.research.elamur.ai/free/en/government/european-commission/) · [🏛️**Joint Research Centre** Ispra · Italy 2 works here](https://md.research.elamur.ai/free/en/government/joint-research-centre/) · [🎓**Virginia Tech** Blacksburg · United States 2 works here](https://md.research.elamur.ai/free/en/universities/virginia-tech/) · [🎓**Macquarie University** Sydney · Australia 2 works here](https://md.research.elamur.ai/free/en/universities/macquarie-university/) · [🎓**Tongji University** Shanghai · China 1 work here](https://md.research.elamur.ai/free/en/universities/tongji-university/) · [🎓**Northeastern University** Boston · United States 1 work here](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · [🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Tribhuvan University** Kathmandu · Nepal 1 work here](https://md.research.elamur.ai/free/en/universities/tribhuvan-university/) · [🎓**University of Manchester** Manchester · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-manchester/) · [🎓**Nanjing University of Science and Technology** Nanjing · China 1 work here](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-science-and-technology/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [↑ back to Workshop on Event Extraction and Understanding: Challenges and Applications](https://md.research.elamur.ai/free/en/venues/eeuca/)