Starting in 2003 when the first MWE workshop was held with ACL in Sapporo, Japan, this year, the joint workshop of MWE-UD co-located with the LREC-COLING 2024 conference marked the 20th anniversary of MWE workshop events over the past nearly two decades. Standing at this milestone, we look back to this workshop series and summarise the research topics and methodologies researchers have carried out over the years. We also discuss the current challenges that we are facing and the broader impacts/synergies of MWE research within the CL and NLP fields. Finally, we give future research perspectives. We hope this position paper can help researchers, students, and industrial practitioners interested in MWE get a brief but easy understanding of its history, current, and possible future.
翻译:自2003年首届多词表达(MWE)研讨会与ACL会议在日本札幌联合举办以来,今年与LREC-COLING 2024会议共同举办的MWE-UD联合研讨会标志着该系列研讨会在过去近二十年间迎来了二十周年里程碑。立足这一历史节点,我们回顾该系列研讨会的发展历程,系统总结研究人员多年来探索的研究主题与方法体系。同时,我们深入探讨当前面临的核心挑战,以及MWE研究在计算语言学与自然语言处理领域产生的广泛影响与协同效应。最后,我们提出未来研究的前瞻方向。本立场论文旨在帮助对MWE感兴趣的研究人员、学生及业界从业者,以简明清晰的方式把握该领域的历史脉络、现状格局与未来可能的发展路径。