Shafiq Joty
Nanyang Technological University
H-index: 48
Asia-Singapore
Top articles of Shafiq Joty
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Logicllm: Exploring self-supervised logic-enhanced training for large language models | Fangkai Jiao Zhiyang Teng Bosheng Ding Zhengyuan Liu Nancy F Chen | 2023/5/23 | |
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing | arXiv preprint arXiv:2402.00658 | Fangkai Jiao Chengwei Qin Zhengyuan Liu Nancy F Chen Shafiq Joty | 2024/2/1 |
ParaICL: Towards Robust Parallel In-Context Learning | arXiv preprint arXiv:2404.00570 | Xingxuan Li Xuan-Phi Nguyen Shafiq Joty Lidong Bing | 2024/3/31 |
Investigating the prompt leakage effect and black-box defenses for multi-turn LLM interactions | arXiv preprint arXiv:2404.16251 | Divyansh Agarwal Alexander R Fabbri Philippe Laban Shafiq Joty Caiming Xiong | 2024/4/24 |
Diffusion Model Alignment Using Direct Preference Optimization | arXiv preprint arXiv:2311.12908 | Bram Wallace Meihua Dang Rafael Rafailov Linqi Zhou Aaron Lou | 2023/11/21 |
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models | arXiv preprint arXiv:2401.13974 | Senthil Purushwalkam Akash Gokul Shafiq Joty Nikhil Naik | 2024/1/25 |
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library | Mathieu Ravaut Bosheng Ding Fangkai Jiao Hailin Chen Xingxuan Li | 2024/3/31 | |
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? | arXiv preprint arXiv:2404.12728 | Chengwei Qin Wenhan Xia Tan Wang Fangkai Jiao Yuchen Hu | 2024/4/19 |
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules | Twelfth International Conference on Learning Representations | Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo | 2023/10/13 |
Embrace divergence for richer insights: A multi-document summarization benchmark and a case study on summarizing diverse information from news articles | NAACL 2024 | Kung-Hsiang Huang Philippe Laban Alexander R Fabbri Prafulla Kumar Choubey Shafiq Joty | 2023/9/17 |
Systems and methods for code understanding and generation | 2024/1/18 | ||
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models | arXiv preprint arXiv:2403.12027 | Kung-Hsiang Huang Hou Pong Chan Yi R Fung Haoyi Qiu Mingyang Zhou | 2024/3/18 |
Lifelong Event Detection with Embedding Space Separation and Compaction | arXiv preprint arXiv:2404.02507 | Chengwei Qin Ruirui Chen Ruochen Zhao Wenhan Xia Shafiq Joty | 2024/4/3 |
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases | ICLR2024 | Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Lidong Bing | 2024 |
Benchmarking generation and evaluation capabilities of large language models for instruction controllable summarization | arXiv preprint arXiv:2311.09184 | Yixin Liu Alexander R Fabbri Jiawen Chen Yilun Zhao Simeng Han | 2023/11/15 |
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning | arXiv preprint arXiv:2403.09028 | Ahmed Masry Mehrad Shahmohammadi Md Rizwan Parvez Enamul Hoque Shafiq Joty | 2024/3/14 |
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning | Lifu Tu Jin Qu Semih Yavuz Shafiq Joty Wenhao Liu | 2024/4/3 | |
Explaining Language Models' Predictions with High-Impact Concepts | Ruochen Zhao Shafiq Joty Yongjie Wang Tan Wang | 2024/5/3 | |
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text | arXiv preprint arXiv:2310.20170 | Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S Yu | 2023/10/31 |
Data augmentation using llms: Data perspectives, learning paradigms and challenges | arXiv preprint arXiv:2403.02990 | Bosheng Ding Chengwei Qin Ruochen Zhao Tianze Luo Xinze Li | 2024/3/5 |
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