Held from 12 – 16 November in Miami, Florida, the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024) is a leading conference in natural language processing and artificial intelligence.

Congratulations to the following scientists from A*STAR’s Centre for Frontier AI Research (CFAR) on having their papers accepted at EMNLP 2024:

• Prof Ong Yew Soon, Chief Artificial Intelligence (AI) Scientist and Advisor
• Prof Ivor Tsang, Director and Distinguished Principal Scientist
• Dr Joey Zhou, Deputy Director and Principal Scientist
• Dr Li Xiaoli, Senior Principal Scientist
• Dr Cheston Tan, Senior Principal Scientist
• Dr Foo Chuan Sheng, Principal Scientist
• Dr Yan Ming, Senior Scientist
• Dr Du Jiawei, Senior Scientist
• Mr Zhao Heng, Senior Engineer

List of accepted papers:

1. DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding
   Bowen Xing, Lizi Liao, Minlie Huang, Ivor Tsang
2. Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning
   Xiaopeng Xie, Ming Yan, Xiwen Zhou, Chenlong Zhao, Suli Wang, Yong Zhang, Joey Tianyi Zhou
3. LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments
   Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai
4. HCEG: Improving the Abstraction Ability of Language Models with Hierarchical Conceptual Entailment Graphs
   Juncai Li, Ru Li, Xiaoli Li, Qinghua Chai, Jeff Z. Pan
5. Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs
   Ran Liu, Zhongzhou Liu, Xiaoli Li, Yuan Fang
6. Class Name Guided Out-of-Scope Intent Classification
   Chandan Gautam, Sethupathy Parameswaran, Aditya Kane, Yuan Fang, Savitha Ramasamy, Suresh Sundaram, Sunil Kumar Sahu, Xiaoli Li
7. VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis
   Jiaxiang Liu, Tianxiang Hu, Huimin Xiong, Jiawei Du, YANG FENG, Jian Wu, Joey Tianyi Zhou, Zuozhu Liu
8. MedCoT: Medical Chain of Thought via Hierarchical Expert
   Jiaxiang Liu, Yuan Wang, Jiawei Du, Joey Tianyi Zhou, Zuozhu Liu
9. Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding
   Heng Zhao, Zhao Yinjie, Bihan Wen, Yew-Soon Ong, Joey Tianyi Zhou
10. Framework for Robust and Scalable Text Watermarking
    Gregory Kang Ruey Lau, Xinyuan Niu, Hieu Dao, Jiangwei Chen, Chuan-Sheng Foo, Bryan Kian Hsiang Low

 Find out more about EMNLP 2024.