Peng Xu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 56

Top Topics

Speech Recognition

Dialogue System

Question Answering

Top Venues

EMNLP/IJCNLP (1)

Publications

Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro
Retrieval meets Long Context Large Language Models. ICLR (2024)
Peng Xu, Wei Ping, Xianchao Wu, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. CoRR (2024)
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)
Tiezheng Yu, Rita Frieske, Peng Xu, Samuel Cahyawijaya, Cheuk Tung Shadow Yiu, Holy Lovenia, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung
Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset. LREC (2022)
Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan J. Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro
Evaluating Parameter Efficient Learning for Generation. CoRR (2022)
Dan Su, Peng Xu, Pascale Fung
QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation. ICASSP (2022)
Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J. Barezi, Peng Xu, Cheuk Tung Yiu, Rita Frieske, Holy Lovenia, Genta Indra Winata, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung
CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition. LREC (2022)
Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro
Evaluating Parameter Efficient Learning for Generation. EMNLP (2022)
Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. LREC (2022)
Nayeon Lee, Wei Ping, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
Factuality Enhanced Language Models for Open-Ended Text Generation. CoRR (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)
Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J. Barezi, Peng Xu, Cheuk Tung Shadow Yiu, Rita Frieske, Holy Lovenia, Genta Indra Winata, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung
CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition. CoRR (2022)
Tiezheng Yu, Rita Frieske, Peng Xu, Samuel Cahyawijaya, Cheuk Tung Shadow Yiu, Holy Lovenia, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung
Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset. CoRR (2022)
Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Pascale Fung
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. CoRR (2021)
Yan Xu, Etsuko Ishii, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System. DialDoc@ACL-IJCNLP (2021)
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. RepL4NLP@ACL-IJCNLP (2021)
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. CoRR (2021)
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. CoRR (2021)
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. NeurIPS Datasets and Benchmarks (2021)
Etsuko Ishii, Yan Xu, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System. CoRR (2021)
Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung
Learning Fast Adaptation on Cross-Accented Speech Recognition. CoRR (2020)
Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. CoRR (2020)
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. CoRR (2020)
Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung
Meta-Transfer Learning for Code-Switched Speech Recognition. CoRR (2020)
Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. EMNLP (1) (2020)
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
Getting To Know You: User Attribute Extraction from Dialogues. LREC (2020)
Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung
Generating Empathetic Responses by Looking Ahead the User's Sentiment. ICASSP (2020)
Peng Xu, Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Pascale Fung
EmoGraph: Capturing Emotion Correlations using Graph Networks. CoRR (2020)
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. ACL (2020)
Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung
CAiRE: An End-to-End Empathetic Chatbot. AAAI (2020)
Zhaojiang Lin, Genta Indra Winata, Peng Xu, Zihan Liu, Pascale Fung
Variational Transformers for Diverse Response Generation. CoRR (2020)
Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung
Meta-Transfer Learning for Code-Switched Speech Recognition. ACL (2020)
Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems. AAAI (2020)
Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung
Learning Fast Adaptation on Cross-Accented Speech Recognition. INTERSPEECH (2020)
Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models. CoRR (2020)
Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models. EMNLP (1) (2020)
Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung
HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead. CoRR (2019)
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung
MoEL: Mixture of Empathetic Listeners. EMNLP/IJCNLP (1) (2019)
Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. CoRR (2019)
Peng Xu, Pascale Fung
A novel repetition normalized adversarial reward for headline generation. CoRR (2019)
Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. EMNLP/IJCNLP (1) (2019)
Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, Pascale Fung
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. SemEval@NAACL-HLT (2019)
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
Getting To Know You: User Attribute Extraction from Dialogues. CoRR (2019)
Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, Pascale Fung
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. CoRR (2019)
Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. CoRR (2019)
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung
MoEL: Mixture of Empathetic Listeners. CoRR (2019)
Peng Xu, Pascale Fung
A Novel Repetition Normalized Adversarial Reward for Headline Generation. ICASSP (2019)
Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. EMNLP/IJCNLP (1) (2019)
Zhaojiang Lin, Peng Xu, Genta Indra Winata, Zihan Liu, Pascale Fung
CAiRE: An End-to-End Empathetic Chatbot. CoRR (2019)
Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems. CoRR (2019)
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)
Ji Ho Park, Peng Xu, Pascale Fung
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags. CoRR (2018)
Ji Ho Park, Peng Xu, Pascale Fung
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags. SemEval@NAACL-HLT (2018)
Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. WASSA@EMNLP (2018)
Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. CoRR (2018)