Empirical Methods in Natural Language Processing (EMNLP) 2026
Apple is presenting new research at the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP), taking place October 24–29 in Budapest, Hungary. EMNLP focuses on research surrounding the science and technology of spoken language processing. Below is an overview of Apple’s participation at EMNLP 2026.
Stop by the Apple booth #13 during exhibition hours (all times local to Budapest):
- Sunday, October 25: 10:00–18:00
- Monday, October 26: 08:30–18:15
- Tuesday, October 27: 08:30–16:00
Schedule
Sunday, October 25
11:00 – 12:30
Poster
Poster Session A
Hall H
MoEs Are Stronger than You Think: Hyper-Parallel Inference Scaling with RoEs
Soheil Zibakhsh (University of California San Diego), Mohammad Samragh Razlighi, Kumari Nishu, Lauren Hannah, Arnav Kundu, Minsik Cho
8230-FIND
Monday, October 26
11:00 – 12:30
Tuesday, October 27
11:00 – 12:30
Poster
Poster Session G
Hall H
DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation
Vassilis Baltatzis, Mert Inan (Northeastern University), Connor Gillis, Raja Kushalnagar (Gallaudet University), Lorna Quandt (Gallaudet University), Leah Findlater, Colin Lea
504-MAIN
Large Language Models for Machine Translation Quality Annotation: Humans and Models Are Both Challenged
Hala Almaghout, Christian Federmann, Qin Gao
2212-FIND
Wednesday, October 28
11:00 – 12:30
Workshop
6th Workshop on Multilingual Representation Learning (associated with SIGTYP) (MRL) 2026
Room F3
Poster
mAceReason-Math: A Dataset of High-quality Multilingual Math Problems Ready for RLVR
Konstantin Dobler (Hasso Plattner Institute), Simon Lehnerer, Federico Scozzafava, Jonathan Janke, Mohamed Ali
TBA
Thursday, October 29
8:45 – 17:45
9:00 – 17:30
Workshop
Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP) 2026
Room P3
Poster
On The Effectiveness-Fluency Trade-Off In LLM Conditioning: A Systematic Study
Iuri Macocco (Universitat Pompeu Fabra / ICREA), Pau Rodriguez, Arno Blaas, Luca Zappella, Marco Baroni (Universitat Pompeu Fabra), Xavier Suau
TBA
Papers
- AuthorsVasileios Baltatzis‡, Mert Inan‡†**, Connor Gillis, Raja Kushalnagar§**, Lorna Quandt§**, Leah Findlater, Colin LeaAuthorsHala Almaghout, Christian Federmann, Qin GaoAuthorsSoheil Zibakhsh†, Mohammad Samragh, Kumari Nishu, Lauren Hannah, Arnav Kundu, Minsik ChoAuthorsMingfei Zhang, Amit Surana, Ziauddin Majid, Chenxi Wang, Michael XuAuthorsAnh Ta, Junjie Zhu, Shahin Shayandeh
- AuthorsKonstantin Dobler†**‡, Simon Lehnerer‡, Federico Scozzafava, Jonathan Janke, Mohamed AliAuthorsGuneet KohliAuthorsIuri Macocco†, Pau Rodríguez Lopez, Arno Blaas, Luca Zappella, Marco Baroni†*, Xavier Suau Cuadros*AuthorsSanjana Pedada, Aditya Dhavala, Neelraj Patil
Acknowledgements
Reviewer
Stephan Peitz
Workshop Co-Organizer
Richard Bai
Empirical Methods in Natural Language Processing (EMNLP) 2025
October 29, 2025research area Speech and Natural Language Processing
Apple is presenting new work at the annual Empirical Methods in Natural Language Processing (EMNLP) conference, which takes place in person from November 4 - 9, in Suzhou, China. EMNLP focuses on research surrounding the science and technology of spoken language processing.
EMNLP 2021
November 2, 2021research area Speech and Natural Language Processing
Apple sponsored the Empirical Methods in Natural Language Processing (EMNLP) conference, which was held in a hybrid format from November 7 to 11. EMNLP is a conference focused on natural language processing.
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