Empirical Methods in Natural Language Processing (EMNLP) 2024

Apple is presenting new analysis on the Empirical Strategies in Pure Language Processing (EMNLP) convention, which takes place in individual in Miami, Florida, from November 12 – 16. We’re proud to once more sponsor the convention, which brings collectively the scientific and industrial analysis communities round pure language processing and synthetic intelligence. Under is an outline of Apple’s participation at EMNLP 2024.

Accepted Papers

AGRaME: Any Granularity Rating with Multi-Vector Embeddings

Saloni Potdar, Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji

ConvKGYarn: Spinning Configurable and Scalable Conversational Data Graph QA Datasets with Giant Language Fashions

Saloni Potdar, Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeff Pound, Yisi Sang, Jimmy Lin, Ihab Ilyas, Mostafa Arefiyan Khalilabad, Yunyao Li

Divide-or-Conquer? Which Half Ought to You Distill Your LLM?

Yizhe Zhang, Zhuofeng Wu, Richard Bai, Aonan Zhang, Jiatao Gu, VG Vinod Vydiswaran, Navdeep Jaitly

MUSCLE: A Mannequin Replace Technique for Suitable LLM Evolution

Hadi Pour Ansari, Jessica Echterhoff, Fartash Faghri, Raviteja Vemulapalli, Ting-Yao Hu, Chun-Liang Li, Oncel Tuzel

On the Restricted Generalization Functionality of the Implicit Reward Mannequin Induced by Direct Desire Optimization

Yong Lin, Skyler Seto, Maartje ter Hoeve, Rin Metcalf Susa, Barry Theobald, Xuan Wang, Yizhe Zhang, Chen Huang, Tong Zhang

In the direction of Cross-Cultural Machine Translation with Retrieval-Augmented Era from Multilingual Data Graphs

Saloni Potdar, Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Yunyao Li

Acknowledgements

Natalie Schluter is a Senior Space Chair.

Maartje ter Hoeve, Richard Bai, Saloni Potdar, and Sid Patwardhan are predominant convention space chairs.

Behrang Mohit, Hugh Ge, Kun Qian, Robin Schmidt, and Saloni Potdar are predominant convention reviewers.