Exploring the Frontiers of Machine Learning: Cutting-Edge Research and Breakthroughs at Apple ACL Conference 2024

Introduction

The Association for Computational Linguistics (ACL) is all set to host its annual meeting from August 11 to 16 in Bangkok, Thailand. This year, Apple is taking center stage by sponsoring the conference. The event is a platform where researchers and experts from the field of computational linguistics come together to share knowledge and discuss the latest advancements in the industry. In this article, we will take a closer look at the schedule of Apple-sponsored workshops and events at ACL 2024.

Apple is sponsoring the annual meeting of the Association for Computational Linguistics (ACL), which takes place in person from August 11 to 16, in Bangkok, Thailand. ACL is a conference in the field of computational linguistics, covering a broad spectrum of diverse research areas that are concerned with computational approaches to natural language. Below is the schedule of Apple-sponsored workshops and events at ACL 2024.

Accepted Papers

Direct Large Language Model Alignment Through Self-Rewarding Contrast Prompt Distillation

law Liu, Felix Bai, Zhiyun Lu, Xiang Kong, Simon Wang, Jiulong Shan, Meng Cao, Lijie Wen

LLM in a Flash: Efficient Large Language Model Inference with Limited Memory

Keivan Alizadeh Vahid, Iman Mirzadeh, Dmitry Belenko, Karen Khatamifard, Minsik Cho, Carlo C Del Mundo, Mohammad Rastegari, Mehrdad Farajtabar

On Efficient and Statistical Quality Estimation for Data Annotation

Jan-Christoph Klie, Juan Haladjian, Marc Kirchner, Rahul Nair

Probing the Multi-Turn Planning Capabilities of LLMs via 20 Question Games

Yizhe Zhang, Jiarui Lu, Navdeep Jaitly

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Pratyush Maini, Skyler Seto, David Grangier, Richard Bai, Yizhe Zhang, Navdeep Jaitly

Time Sensitive Knowledge Editing through Efficient Finetuning

Hugh Ge, Ali Mousavi, Edouard Grave, Armand Joulin, Kun Qian, Benjamin Han, Mostafa Arefiyan Khalilabad, Yunyao Li

TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles

Yinhong Liu, Yimai Fang, David Vandyke, Nigel Collier

Workshop Accepted Papers

Applying RLAIF for Code Generation with API-usage in Lightweight LLMs

Sujan Dutta, Sayantan Mahinder, Raviteja Anantha Ramesh, Bortik Bandyopadhyay

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models

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

Generating Gender Alternatives in Machine Translation

Sarthak Garg, Mozhdeh Gheini, Clara Emmanuel, Tatiana Likhomanenko, Qin Gao, Matthias Paulik

KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs

Daniel Zheng, Richard Bai, Yizhe Zhang, Yi Su, Xiaochuan Niu, Navdeep Jaitly

Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages

Zhuoyuan Mao, Yen Yu

Acknowledgements

Yizhe Zhang is an Area Chair for ACL 2024.

Maartje ter Hoeve, Matthias Sperber, Mingbin Xu, Richard Bai, and Yimai Fang are reviewers for ACL 2024.

Conclusion

The Association for Computational Linguistics (ACL) is the premier international conference in the field of computational linguistics. This year’s conference is set to be a major event, with Apple sponsoring a number of workshops and events. The conference provides a platform for researchers and experts to share their work and discuss the latest advancements in the industry. We hope this article has provided you with a comprehensive overview of the Apple-sponsored events at ACL 2024.

Frequently Asked Questions

Q1: What is the Association for Computational Linguistics (ACL)?

The Association for Computational Linguistics (ACL) is a premier international conference in the field of computational linguistics, covering a broad spectrum of diverse research areas that are concerned with computational approaches to natural language.

Q2: What is the schedule of Apple-sponsored workshops and events at ACL 2024?

The schedule is available below, and includes stops by the Apple booth, workshops, and poster sessions.

Q3: Who are the reviewers for ACL 2024?

Maartje ter Hoeve, Matthias Sperber, Mingbin Xu, Richard Bai, and Yimai Fang are reviewers for ACL 2024.

Q4: What is the theme of the ACL 2024 conference?

The theme of the ACL 2024 conference is “Computational Linguistics for Real-World Applications”.

Q5: Who is the Area Chair for ACL 2024?

Yizhe Zhang is the Area Chair for ACL 2024.