Dan Su

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 33

Top Topics

Document Summarization

Natural Language

Convolutional Network

Question Answering

Top Venues

Publications

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
Nemotron-4 15B Technical Report. CoRR (2024)
Bo Adler, Niket Agarwal, Ashwath Aithal, Dong H. Anh, Pallab Bhattacharya, Annika Brundyn, Jared Casper, Bryan Catanzaro, Sharon Clay, Jonathan M. Cohen, Sirshak Das, Ayush Dattagupta, Olivier Delalleau, Leon Derczynski, Yi Dong, Daniel Egert, Ellie Evans, Aleksander Ficek, Denys Fridman, Shaona Ghosh, Boris Ginsburg, Igor Gitman, Tomasz Grzegorzek, Robert Hero, Jining Huang, Vibhu Jawa, Joseph Jennings, Aastha Jhunjhunwala, John Kamalu, Sadaf Khan, Oleksii Kuchaiev, Patrick LeGresley, Hui Li, Jiwei Liu, Zihan Liu, Eileen Long, Ameya Sunil Mahabaleshwarkar, Somshubra Majumdar, James Maki, Miguel Martinez, Maer Rodrigues de Melo, Ivan Moshkov, Deepak Narayanan, Sean Narenthiran, Jesus Navarro, Phong Nguyen, Osvald Nitski, Vahid Noroozi, Guruprasad Nutheti, Christopher Parisien, Jupinder Parmar, Mostofa Patwary, Krzysztof Pawelec, Wei Ping, Shrimai Prabhumoye, Rajarshi Roy, Trisha Saar, Vasanth Rao Naik Sabavat, Sanjeev Satheesh, Jane Polak Scowcroft, Jason Sewall, Pavel Shamis, Gerald Shen, Mohammad Shoeybi, Dave Sizer, Misha Smelyanskiy, Felipe Soares, Makesh Narsimhan Sreedhar, Dan Su, Sandeep Subramanian, Shengyang Sun, Shubham Toshniwal, Hao Wang, Zhilin Wang, Jiaxuan You, Jiaqi Zeng, Jimmy Zhang, Jing Zhang, Vivienne Zhang, Yian Zhang, Chen Zhu
Nemotron-4 340B Technical Report. CoRR (2024)
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
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity. IJCNLP (1) (2023)
Jindi Zhang, Luning Wang, Dan Su, Yongxiang Huang, Caleb Chen Cao, Lei Chen
Model Debiasing via Gradient-based Explanation on Representation. AIES (2023)
Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
Context Generation Improves Open Domain Question Answering. EACL (Findings) (2023)
Leila Khalatbari, Yejin Bang, Dan Su, Willy Chung, Saeed Ghadimi, Hossein Sameti, Pascale Fung
Learn What NOT to Learn: Towards Generative Safety in Chatbots. CoRR (2023)
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
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity. CoRR (2023)
Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training. EACL (2023)
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung
Survey of Hallucination in Natural Language Generation. ACM Comput. Surv. 55 (12) (2023)
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
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. ACL (Findings) (2023)
Jindi Zhang, Luning Wang, Dan Su, Yongxiang Huang, Caleb Chen Cao, Lei Chen
Model Debiasing via Gradient-based Explanation on Representation. CoRR (2023)
Dan Su
Generative Long-form Question Answering: Relevance, Faithfulness and Succinctness. CoRR (2022)
Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
Read before Generate! Faithful Long Form Question Answering with Machine Reading. CoRR (2022)
Yejin Bang, Nayeon Lee, Tiezheng Yu, Leila Khalatbari, Yan Xu, Dan Su, Elham J. Barezi, Andrea Madotto, Hayden Kee, Pascale Fung
AiSocrates: Towards Answering Ethical Quandary Questions. CoRR (2022)
Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training. CoRR (2022)
Dan Su, Peng Xu, Pascale Fung
QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation. ICASSP (2022)
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung
Survey of Hallucination in Natural Language Generation. CoRR (2022)
Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
Read before Generate! Faithful Long Form Question Answering with Machine Reading. ACL (Findings) (2022)
Dan Su, Peng Xu, Pascale Fung
QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation. CoRR (2022)
Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
Context Generation Improves Open Domain Question Answering. CoRR (2022)
Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata, Andrea Madotto, Dan Su, Pascale Fung
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. DialDoc@ACL (2022)
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
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. CoRR (2022)
Yan Xu, Etsuko Ishii, Zihan Liu, Genta Indra Winata, Dan Su, Andrea Madotto, Pascale Fung
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. CoRR (2021)
Dan Su, Tiezheng Yu, Pascale Fung
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance. CoRR (2021)
Dan Su, Tiezheng Yu, Pascale Fung
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance. ACL/IJCNLP (Findings) (2021)
Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung
Multi-hop Question Generation with Graph Convolutional Network. CoRR (2020)
Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique, Elham J. Barezi, Pascale Fung
CAiRE-COVID: A Question Answering and Multi-Document Summarization System for COVID-19 Research. CoRR (2020)
Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung
Multi-hop Question Generation with Graph Convolutional Network. EMNLP (Findings) (2020)
Tiezheng Yu, Dan Su, Wenliang Dai, Pascale Fung
Dimsum @LaySumm 20. SDP@EMNLP (2020)
Tiezheng Yu, Dan Su, Wenliang Dai, Pascale Fung
Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization. CoRR (2020)
Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique, Elham J. Barezi, Pascale Fung
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management. NLP4COVID@EMNLP (2020)
Dan Su, Pascale Fung
Improving Spoken Question Answering Using Contextualized Word Representation. ICASSP (2020)
Dan Su, Yan Xu, Genta Indra Winata, Peng Xu, Hyeondey Kim, Zihan Liu, Pascale Fung
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning. MRQA@EMNLP (2019)
Dan Su, Pascale Fung
These words are music to my ears: Recognizing music emotion from lyrics using AdaBoost. APSIPA (2013)
Dan Su, Pascale Fung, Nicolas Auguin
Multimodal music emotion classification using AdaBoost with decision stumps. ICASSP (2013)
Dan Su, Pascale Fung
Personalized music emotion classification via active learning. MIRUM (2012)