Apple at ACL 2025: Innovations in Computational Linguistics

Apple is poised to make waves at the highly anticipated annual meeting of the Association for Computational Linguistics (ACL) in Vienna, Austria, from July 27 to August 1, 2025. This event attracts top minds in the field of computational linguistics, showcasing a plethora of research areas dedicated to computational approaches to natural language. In this article, we’ll delve into Apple’s presence at the conference, exploring scheduled events, accepted research papers, and more.

Schedule of Events

Apple Booth

Attendees are encouraged to experience Apple’s innovations firsthand at Booth 6D in Hall 5X of the Austria Center. The exhibition hours are as follows (all times listed in CEST):

• Monday, July 28: 09:00 – 19:30
• Tuesday, July 29: 09:00 – 17:30
• Wednesday, July 30: 09:00 – 11:00

Workshop and Presentations

Monday, July 28

One highlight includes an oral presentation of “TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining,” scheduled for 14:00 – 15:30 in Room 1.15-16. The team behind this groundbreaking work includes prominent figures from prestigious institutions, including Jeffrey Li from the University of Washington and contributions from marks across Meta and Anthropic.

Tuesday, July 29

The schedule being finalized includes engaging workshops, with specific topics to be announced soon.

Wednesday, July 30

On this day, attendees can immerse themselves in the poster sessions, including notable presentations such as:

• “ASPERA: Assessing LLMs’ Planning and Execution of Complex User Requests Ability” (11:00 – 12:30, Poster Session 4). This work involves a collaboration with talented researchers from Cambridge University and several other leading academic institutions.

• Another intriguing session, “Improve Vision Language Model Chain-of-thought Reasoning,” will also take place simultaneously in a virtual format, streaming on Zoom, opening new avenues for interdisciplinary collaboration.

Thursday, July 31

This day features a significant workshop on the Findings of the IWSLT 2025 Evaluation Campaign. From 09:00 to 17:30, participants can expect insights from leading researchers on spoken language translation. Speakers from a variety of esteemed institutions, including Johns Hopkins University and Massachusetts Institute of Technology, will convene to share their findings.

Friday, August 1

The agenda for the final day promises cross-disciplinary discussions and learning opportunities from ongoing projects and future directions in computational linguistics.

Accepted Papers

The contribution of Apple to the research landscape is also evidenced by its accepted papers at this year’s ACL:

• “Eliciting In-context Retrieval and Reasoning for Long-Context Language Models” by Yifu Qiu and colleagues from the University of Edinburgh will delve into innovative retrieval mechanisms, critical for enhancing model reasoning capabilities.

• The team, including Antonios Anastasopoulos and others, will present “Findings of the IWSLT 2025 Evaluation Campaign,” summarizing cutting-edge developments in spoken language technologies.

• Additional studies covering topics like machine translation and grammar-informed in-context learning promise to spark rich discussions among scholars and practitioners alike.

Through these sessions, Apple is expected to foster a vibrant dialogue around innovative methodologies in natural language processing.

Acknowledgements

The successful organization of ACL 2025 is thanks to a dedicated team of individuals. Senior Area Chairs Natalie Schluter and Alex Papangelis lead the way, with a range of area chairs and reviewers working diligently behind the scenes. Each contribution enhances the quality and rigor of this esteemed conference, ensuring that it remains a celebrated venue for groundbreaking research.

With an exciting lineup of sessions and workshops focused on the future of language technology, Apple’s participation in ACL 2025 is set to highlight the incredible strides in computational linguistics while fostering collaboration among experts in the field. Attendees can look forward to a dynamic learning environment in the historic city of Vienna.