Peng Xu - RankMe

70 papers A* 12A 1B 4Misc 3Journal 37Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning. CoRR Yang Chen, Zhuolin Yang, Zihan Liu, Chankyu Lee, Peng Xu, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
2025	A*	`conf`	ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. ICLR Peng Xu, Wei Ping, Xianchao Wu, Chejian Xu, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro
2025	J	`jnl`	From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models. CoRR Chejian Xu, Wei Ping, Peng Xu, Zihan Liu, Boxin Wang, Mohammad Shoeybi, Bo Li, Bryan Catanzaro
2024	J	`jnl`	ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. CoRR Peng Xu, Wei Ping, Xianchao Wu, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro
2024	J	`jnl`	ChatQA: Building GPT-4 Level Conversational QA Models. CoRR Zihan Liu, Wei Ping, Rajarshi Roy, Peng Xu, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro
2024	A*	`conf`	ChatQA: Surpassing GPT-4 on Conversational QA and RAG. NeurIPS Zihan Liu, Wei Ping, Rajarshi Roy, Peng Xu, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro
2024	A*	`conf`	InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining. ICML Boxin Wang, Wei Ping, Lawrence McAfee, Peng Xu, Bo Li, Mohammad Shoeybi, Bryan Catanzaro
2024	A*	`conf`	Retrieval meets Long Context Large Language Models. ICLR Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro
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`	InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining. CoRR Boxin Wang, Wei Ping, Lawrence McAfee, Peng Xu, Bo Li, Mohammad Shoeybi, Bryan Catanzaro
2023	J	`jnl`	RAVEN: In-Context Learning with Retrieval Augmented Encoder-Decoder Language Models. CoRR Jie Huang, Wei Ping, Peng Xu, Mohammad Shoeybi, Kevin Chen-Chuan Chang, Bryan Catanzaro
2023	J	`jnl`	Retrieval meets Long Context Large Language Models. CoRR Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro
2023	A*	`conf`	Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. EMNLP Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro
2023	J	`jnl`	Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. CoRR Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro
2022	B	`conf`	ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. LREC 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
2022	B	`conf`	Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset. LREC 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
2022	J	`jnl`	Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset. CoRR 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
2022	J	`jnl`	CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition. CoRR 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
2022	B	`conf`	CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition. LREC 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
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	A*	`conf`	Evaluating Parameter Efficient Learning for Generation. EMNLP Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro
2022	J	`jnl`	Evaluating Parameter Efficient Learning for Generation. CoRR Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan J. Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro
2022	A*	`conf`	Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models. NeurIPS Boxin Wang, Wei Ping, Chaowei Xiao, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bo Li, Anima Anandkumar, Bryan Catanzaro
2022	J	`jnl`	Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models. CoRR Boxin Wang, Wei Ping, Chaowei Xiao, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bo Li, Anima Anandkumar, Bryan Catanzaro
2022	A*	`conf`	Factuality Enhanced Language Models for Open-Ended Text Generation. NeurIPS Nayeon Lee, Wei Ping, Peng Xu, Mostofa Patwary, Pascale Fung, Mohammad Shoeybi, Bryan Catanzaro
2022	J	`jnl`	Factuality Enhanced Language Models for Open-Ended Text Generation. CoRR Nayeon Lee, Wei Ping, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
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
2021	J	`jnl`	ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. CoRR Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Pascale Fung
2021	—	`conf`	BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. NeurIPS Datasets and Benchmarks Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung
2021	J	`jnl`	BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. CoRR Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung
2021	—	`conf`	CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System. DialDoc@ACL-IJCNLP Yan Xu, Etsuko Ishii, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung
2021	J	`jnl`	CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System. CoRR Etsuko Ishii, Yan Xu, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung
2021	—	`conf`	X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. RepL4NLP@ACL-IJCNLP Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
2021	J	`jnl`	X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. CoRR Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
2020	A*	`conf`	Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems. AAAI Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung
2020	A*	`conf`	CAiRE: An End-to-End Empathetic Chatbot. AAAI Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung
2020	A*	`conf`	Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. ACL Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
2020	J	`jnl`	Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. CoRR Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
2020	—	`conf`	Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. EMNLP (1) Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung
2020	J	`jnl`	Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. CoRR Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung
2020	J	`jnl`	EmoGraph: Capturing Emotion Correlations using Graph Networks. CoRR Peng Xu, Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Pascale Fung
2020	Misc	`conf`	Generating Empathetic Responses by Looking Ahead the User's Sentiment. ICASSP Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung
2020	B	`conf`	Getting To Know You: User Attribute Extraction from Dialogues. LREC Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
2020	A	`conf`	Learning Fast Adaptation on Cross-Accented Speech Recognition. INTERSPEECH Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung
2020	J	`jnl`	Learning Fast Adaptation on Cross-Accented Speech Recognition. CoRR Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung
2020	—	`conf`	MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models. EMNLP (1) Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
2020	J	`jnl`	MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models. CoRR Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro
2020	A*	`conf`	Meta-Transfer Learning for Code-Switched Speech Recognition. ACL Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung
2020	J	`jnl`	Meta-Transfer Learning for Code-Switched Speech Recognition. CoRR Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung
2020	J	`jnl`	Variational Transformers for Diverse Response Generation. CoRR Zhaojiang Lin, Genta Indra Winata, Peng Xu, Zihan Liu, Pascale Fung
2019	Misc	`conf`	A Novel Repetition Normalized Adversarial Reward for Headline Generation. ICASSP Peng Xu, Pascale Fung
2019	J	`jnl`	A novel repetition normalized adversarial reward for headline generation. CoRR Peng Xu, Pascale Fung
2019	J	`jnl`	Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems. CoRR Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung
2019	J	`jnl`	CAiRE: An End-to-End Empathetic Chatbot. CoRR Zhaojiang Lin, Peng Xu, Genta Indra Winata, Zihan Liu, Pascale Fung
2019	—	`conf`	CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. SemEval@NAACL-HLT Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, Pascale Fung
2019	J	`jnl`	CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. CoRR Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, Pascale Fung
2019	—	`conf`	Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. EMNLP/IJCNLP (1) Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
2019	J	`jnl`	Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. CoRR Peng Xu, Chien-Sheng Wu, Andrea Madotto, 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
2019	J	`jnl`	Getting To Know You: User Attribute Extraction from Dialogues. CoRR Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
2019	J	`jnl`	HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead. CoRR Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung
2019	—	`conf`	MoEL: Mixture of Empathetic Listeners. EMNLP/IJCNLP (1) Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung
2019	J	`jnl`	MoEL: Mixture of Empathetic Listeners. CoRR Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung
2019	—	`conf`	Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. EMNLP/IJCNLP (1) Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung
2019	J	`jnl`	Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. CoRR Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung
2018	—	`conf`	Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. WASSA@EMNLP Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
2018	J	`jnl`	Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. CoRR Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
2018	—	`conf`	PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags. SemEval@NAACL-HLT Ji Ho Park, Peng Xu, Pascale Fung
2018	J	`jnl`	PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags. CoRR Ji Ho Park, Peng Xu, Pascale Fung