After this lesson, you will be able to: Understand how the ACL research ecosystem works: the conferences, ACL Rolling Review, the Student Research Workshop, and the timeline you plan a project around.
Publishing has its own machinery, and not knowing it is what stops capable students from ever submitting. This intro maps the venues, the review system, and specifically how the Student Research Workshop works.
This is a free introductory lesson. No purchase required.
The ACL (Association for Computational Linguistics) runs the field's main conferences: ACL, EMNLP, and NAACL are the big three, with EACL, AACL, and COLING regional/affiliated. There are two archival journals (TACL and the CL journal) and many topical workshops. 'Findings' is a companion archival venue for solid papers that did not make the main track. Everything accepted is hosted free on the ACL Anthology. For a first paper, you are aiming at a workshop, specifically the Student Research Workshop attached to one of the main conferences.
Most ACL venues now use ACL Rolling Review: instead of submitting directly to a conference, you submit to ARR, which runs monthly review cycles. Your paper gets reviews and a meta-review, and then you 'commit' the reviewed paper to a specific venue (a conference or its SRW) by that venue's commitment deadline. The benefit for you: reviews are decoupled from a single hard deadline, and you can revise and resubmit through cycles. You plan a project backward from an ARR submission deadline plus the target venue's commitment date.
A first SRW paper, starting from a reproduction, realistically takes a few months of part-time work: weeks to read and reproduce, weeks to run your own extension and evaluate it rigorously, and weeks to write and revise. The fixed points are the ARR submission deadline and the venue commitment deadline, published a year out. Work backward from those. Most first attempts that fail do so from starting too late to do the evaluation properly, not from a weak idea.