Apple presents new research in the Empirical methods in natural language processing (EMNLP) conference, which will be held in person in Miami, Florida, from November 12 to 16. We are proud to again sponsor the conference, which brings together the scientific and industrial research communities around natural language processing and artificial intelligence. Below is an overview of Apple's participation in EMNLP 2024.
Schedule
Stop by the Apple Booth #D1 in Riverfront Hall during exhibit hours (all times EST):
- Tuesday, November 12 — Wednesday, November 13: 9:00 am – 5:30 pm
- Thursday, November 14: 9:00 am – 5:00 pm
Tuesday, November 12
- POSTER
- Divide or conquer? What part should your LLM distill?
- 10:30 am – 12:00 pm, Recommendations,Session 11, Subsession: Efficiency in model algorithms, training and inference
- Yizhe Zhang, Zhuofeng Wu, Richard Bai, Aonan Zhang, Jiatao Gu, VG Vinod Vydiswaran, Navdeep Jaitly
Wednesday, November 13
- POSTER
- ConvKGYarn: Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models
- 4:00 PM – 5:30 PM, industry track, Poster 2
- Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeff Pound, Yisi Sang, Jimmy Lin, Ihab Ilyas, Mostafa Arefiyan Khalilabad, Yunyao Li, Saloni Potdar
Friday, November 15
- WORKSHOP
- Expanding NLP (WiNLP)
- 9:00 am – 5:00 pm, room to be determined
- Maureen de Seyssel, Maartje ter Hoeve will represent Apple
Saturday November 16
Accepted articles
AGRaME: any granularity classification with multi-vector embeddings
Saloni Potdar, Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji
ConvKGYarn: Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models
Saloni Potdar, Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeff Pound, Yisi Sang, Jimmy Lin, Ihab Ilyas, Mostafa Arefiyan Khalilabad, Yunyao Li
Divide or conquer? What part should your LLM distill?
Yizhe Zhang, Zhuofeng Wu, Richard Bai, Aonan Zhang, Jiatao Gu, VG Vinod Vydiswaran, Navdeep Jaitly
MUSCLE: A model update strategy for compatible LLM evolution
Hadi Pour Ansari, Jessica Echterhoff, Fartash Faghri, Raviteja Vemulapalli, Ting-Yao Hu, Chun-Liang Li, Oncel Tuzel
On the limited generalization capacity of the implicit reward model induced by direct preference optimization.
Yong Lin, Skyler Seto, Maartje ter Hoeve, Rin Metcalf Susa, Barry Theobald, Xuan Wang, Yizhe Zhang, Chen Huang, Tong Zhang
Towards Cross-Cultural Machine Translation with Augmented Retrieval Generation from Multilingual Knowledge Graphs
Saloni Potdar, Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Yunyao Li
Expressions of gratitude
Natalie Schluter is senior area president.
Maartje ter Hoeve, Richard Bai, Saloni Potdar and Sid Patwardhan are the main chairs of the conference area.
Behrang Mohit, Hugh Ge, Kun Qian, Robin Schmidt, and Saloni Potdar are the lead reviewers for the conference.
