Dan Su

39 papers A 1C 1Misc 3Journal 21Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training.
CoRR
Shizhe Diao, Yu Yang, Yonggan Fu, Xin Dong, Dan Su, Markus Kliegl, Zijia Chen, Peter Belcak, Yoshi Suhara, Hongxu Yin, Mostofa Patwary, Yingyan Lin, Jan Kautz, Pavlo Molchanov
2025 — conf
Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset.
ACL (1)
Dan Su, Kezhi Kong, Ying Lin, Joseph Jennings, Brandon Norick, Markus Kliegl, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
2024 J jnl
Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining.
CoRR
Steven Feng, Shrimai Prabhumoye, Kezhi Kong, Dan Su, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
2024 J jnl
Nemotron-4 15B Technical Report.
CoRR
Jupinder Parmar, Shrimai Prabhumoye, Joseph Jennings, Mostofa Patwary, Sandeep Subramanian, Dan Su, Chen Zhu, Deepak Narayanan, Aastha Jhunjhunwala, Ayush Dattagupta, Vibhu Jawa, Jiwei Liu, Ameya Mahabaleshwarkar, Osvald Nitski, Annika Brundyn, James Maki, Miguel Martinez, Jiaxuan You, John Kamalu, Patrick LeGresley, Denys Fridman, Jared Casper, Ashwath Aithal, Oleksii Kuchaiev, Mohammad Shoeybi, Jonathan M. Cohen, Bryan Catanzaro
2024 J jnl
Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset.
CoRR
Dan Su, Kezhi Kong, Ying Lin, Joseph Jennings, Brandon Norick, Markus Kliegl, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
2023 — conf
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.
IJCNLP (1)
Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, Quyet V. Do, Yan Xu, Pascale Fung
2023 J jnl
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.
CoRR
Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, Quyet V. Do, Yan Xu, Pascale Fung
2023 — conf
Context Generation Improves Open Domain Question Answering.
EACL (Findings)
Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
2023 J jnl
Learn What NOT to Learn: Towards Generative Safety in Chatbots.
CoRR
Leila Khalatbari, Yejin Bang, Dan Su, Willy Chung, Saeed Ghadimi, Hossein Sameti, Pascale Fung
2023 C conf
Model Debiasing via Gradient-based Explanation on Representation.
AIES
Jindi Zhang, Luning Wang, Dan Su, Yongxiang Huang, Caleb Chen Cao, Lei Chen
2023 J jnl
Model Debiasing via Gradient-based Explanation on Representation.
CoRR
Jindi Zhang, Luning Wang, Dan Su, Yongxiang Huang, Caleb Chen Cao, Lei Chen
2023 — conf
NusaCrowd: Open Source Initiative for Indonesian NLP Resources.
ACL (Findings)
Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti
2023 A conf
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training.
EACL
Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung
2023 J jnl
Survey of Hallucination in Natural Language Generation.
ACM Comput. Surv.
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung
2022 J jnl
AiSocrates: Towards Answering Ethical Quandary Questions.
CoRR
Yejin Bang, Nayeon Lee, Tiezheng Yu, Leila Khalatbari, Yan Xu, Dan Su, Elham J. Barezi, Andrea Madotto, Hayden Kee, Pascale Fung
2022 J jnl
Context Generation Improves Open Domain Question Answering.
CoRR
Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
2022 J jnl
Generative Long-form Question Answering: Relevance, Faithfulness and Succinctness.
CoRR
Dan Su
2022 J jnl
NusaCrowd: Open Source Initiative for Indonesian NLP Resources.
CoRR
Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Fajri Koto, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Ivan Halim Parmonangan, Ika Alfina, Muhammad Satrio Wicaksono, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Pascale Fung, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti
2022 J jnl
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training.
CoRR
Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung
2022 Misc conf
QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation.
ICASSP
Dan Su, Peng Xu, Pascale Fung
2022 J jnl
QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation.
CoRR
Dan Su, Peng Xu, Pascale Fung
2022 — conf
Read before Generate! Faithful Long Form Question Answering with Machine Reading.
ACL (Findings)
Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
2022 J jnl
Read before Generate! Faithful Long Form Question Answering with Machine Reading.
CoRR
Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
2022 — conf
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters.
DialDoc@ACL
Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata, Andrea Madotto, Dan Su, Pascale Fung
2022 J jnl
Survey of Hallucination in Natural Language Generation.
CoRR
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung
2021 — conf
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance.
ACL/IJCNLP (Findings)
Dan Su, Tiezheng Yu, Pascale Fung
2021 J jnl
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance.
CoRR
Dan Su, Tiezheng Yu, Pascale Fung
2021 J jnl
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters.
CoRR
Yan Xu, Etsuko Ishii, Zihan Liu, Genta Indra Winata, Dan Su, Andrea Madotto, Pascale Fung
2020 J jnl
CAiRE-COVID: A Question Answering and Multi-Document Summarization System for COVID-19 Research.
CoRR
Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique, Elham J. Barezi, Pascale Fung
2020 — conf
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management.
NLP4COVID@EMNLP
Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique, Elham J. Barezi, Pascale Fung
2020 — conf
Dimsum @LaySumm 20.
SDP@EMNLP
Tiezheng Yu, Dan Su, Wenliang Dai, Pascale Fung
2020 J jnl
Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization.
CoRR
Tiezheng Yu, Dan Su, Wenliang Dai, Pascale Fung
2020 Misc conf
Improving Spoken Question Answering Using Contextualized Word Representation.
ICASSP
Dan Su, Pascale Fung
2020 — conf
Multi-hop Question Generation with Graph Convolutional Network.
EMNLP (Findings)
Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung
2020 J jnl
Multi-hop Question Generation with Graph Convolutional Network.
CoRR
Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung
2019 — conf
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning.
MRQA@EMNLP
Dan Su, Yan Xu, Genta Indra Winata, Peng Xu, Hyeondey Kim, Zihan Liu, Pascale Fung
2013 Misc conf
Multimodal music emotion classification using AdaBoost with decision stumps.
ICASSP
Dan Su, Pascale Fung, Nicolas Auguin
2013 — conf
These words are music to my ears: Recognizing music emotion from lyrics using AdaBoost.
APSIPA
Dan Su, Pascale Fung
2012 — conf
Personalized music emotion classification via active learning.
MIRUM
Dan Su, Pascale Fung