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Research

In memory of Claude Shannon

NLP x Human AI Interaction

The rapid advancements in Artificial Intelligence (AI) and Natural Language Processing (NLP) have opened new frontiers in understanding and enhancing human-AI interaction. Despite the significant progress, there remains a global disparity in research focus and application, particularly in the realm of Human-Centered AI. This gap is most pronounced in Asia, where the integration of cultural, linguistic, and social dynamics with AI is still in its nascent stages.

 

My research aims to delve into the intersection of NLP and Human-AI Interaction, with a specific focus on developing frameworks and methodologies that are human-centered and culturally attuned. The primary objective is to understand how NLP can be leveraged to create AI systems that are more intuitive, responsive, and sensitive to the diverse linguistic and cultural landscapes of different societies.

Working with Prof Lee Kwan Min for a LLM x HCI Project. Currently under the IRB Applications Stage.

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Accepted by ACL 2022

Dialogue & Interactive System, Multilingual &

Multicultural NLP

Bosheng Ding, Junjie Hu, Lidong Bing, Mahani Aljunied, Shafiq Joty, Luo Si, Chunyan Miao

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DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks

Accepted by EMNLP 2020

Information Extraction, Low Resource NLP

Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq Joty, Luo Si, Chunyan Miao

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Accepted by ACL 2021

Information Extraction, Multilingual NLP

Linlin Liu*, Bosheng Ding*, Lidong Bing, Shafiq Joty, Luo Si, Chunyan Miao (* denotes equal contribution)

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Technical Report for Open Source Project

LLM, Domain Adaptation, Instruction-Tuning

Fangkai Jiao*, Bosheng Ding*, Tianze Luo*, Zhanfeng Mo* (* denotes equal contribution)

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Accepted by ACL 2023

LLM, AI Democratization, Data Augmentation

Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq Joty, Boyang Li

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Accepted by ICLR 2024

LLM, Knowledge Grounding

Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing

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Submitted to ACL Rolling Review December

LLM, Logical Reasoning

Fangkai Jiao, Zhiyang Teng, Shafiq Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen

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Accepted by ACL 2021

Adapter, Language Models

Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si

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Accepted by EMNLP 2023

MultiModal Retrieval Augmented Generation

Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty

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