We report findings of the TSAR-2022 shared task on multilingual lexical
simplification, organized as part of the Workshop on Text Simplification,
Accessibility, and Readability TSAR-2022 held in conjunction with EMNLP 2022.
The task called the Natural Language Processing research community to
contribute with methods to advance the state of the art in multilingual lexical
simplification for English, Portuguese, and Spanish. A total of 14 teams
submitted the results of their lexical simplification systems for the provided
test data. Results of the shared task indicate new benchmarks in Lexical
Simplification with English lexical simplification quantitative results
noticeably higher than those obtained for Spanish and (Brazilian) Portuguese.

报告了 TSAR-2022 共享任务中多语言词汇简化的发现，该任务在 EMNLP 2022 举行，涉及英语，葡萄牙语和西班牙语的多语言词汇简化。共有 14 个团队提交了他们的词汇简化系统的结果，并且结果表明英语的简化效果比西班牙语和葡萄牙语更好，建立了新的基准结果。

TSAR-2022 多语言词汇简化公开挑战赛研究结果

Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification

This paper presents The Shared Task on Euphemism Detection for the Third
Workshop on Figurative Language Processing (FigLang 2022) held in conjunction
with EMNLP 2022. Participants were invited to investigate the euphemism
detection task: given input text, identify whether it contains a euphemism. The
input data is a corpus of sentences containing potentially euphemistic terms
(PETs) collected from the GloWbE corpus (Davies and Fuchs, 2015), and are
human-annotated as containing either a euphemistic or literal usage of a PET.
In this paper, we present the results and analyze the common themes, methods
and findings of the participating teams

该研究报告涉及 2022 EMNLP 会议上第三届比喻语言处理研讨会共享任务 - 委婉语探测，通过针对调查给定文本中是否包含委婉语的研究任务，利用 PETs 与 GloWbE 语料库来收集句子，参与者使用不同的方法进行分析并提供结果、主题和发现。

委婉语检测任务报告

A Report on the Euphemisms Detection Shared Task

We provide a summary of the fifth edition of the CASE workshop that is held
in the scope of EMNLP 2022. The workshop consists of regular papers, two
keynotes, working papers of shared task participants, and task overview papers.
This workshop has been bringing together all aspects of event information
collection across technical and social science fields. In addition to the
progress in depth, the submission and acceptance of multimodal approaches show
the widening of this interdisciplinary research topic.

本文总结了在 EMNLP 2022 范围内举行的 CASE 工作坊的第五届会议，该工作坊聚焦于跨技术和社会科学领域的事件信息收集和多模态方法对该跨学科研究主题的拓展。