Andrew O. Arnold

34 papers A* 3Misc 1Journal 17Unranked 13

Year	Rank	Type	Title / Venue / Authors
2022	—	`conf`	DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization. ACL (2) Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew O. Arnold, Bing Xiang, Dan Roth
2022	J	`jnl`	DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization. CoRR Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew O. Arnold, Bing Xiang, Dan Roth
2022	J	`jnl`	Debiasing Neural Retrieval via In-batch Balancing Regularization. CoRR Yuantong Li, Xiaokai Wei, Zijian Wang, Shen Wang, Parminder Bhatia, Xiaofei Ma, Andrew O. Arnold
2022	—	`conf`	Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. NAACL-HLT (Findings) Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth
2022	J	`jnl`	Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. CoRR Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henry Zhu, Xinchi Chen, Zhiheng Huang, Peng Xu, Andrew O. Arnold, Dan Roth
2022	—	`conf`	Learning Dialogue Representations from Consecutive Utterances. NAACL-HLT Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
2022	J	`jnl`	Learning Dialogue Representations from Consecutive Utterances. CoRR Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
2022	—	`conf`	Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. NAACL-HLT Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2022	J	`jnl`	QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition. CoRR Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-wen Li, Andrew O. Arnold
2022	Misc	`conf`	Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization. ICASSP Mufan Sang, Haoqi Li, Fang Liu, Andrew O. Arnold, Li Wan
2022	J	`jnl`	Uncertainty-Based Active Learning for Reading Comprehension. Trans. Mach. Learn. Res. Jing Wang, Jie Shen, Xiaofei Ma, Andrew O. Arnold
2022	—	`conf`	Virtual Augmentation Supported Contrastive Learning of Sentence Representations. ACL (Findings) Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
2021	—	`conf`	Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. ACL/IJCNLP (1) Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	—	`conf`	Contrastive Fine-tuning Improves Robustness for Neural Rankers. ACL/IJCNLP (Findings) Xiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold
2021	J	`jnl`	Contrastive Fine-tuning Improves Robustness for Neural Rankers. CoRR Xiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold
2021	—	`conf`	Improving Factual Consistency of Abstractive Summarization via Question Answering. ACL/IJCNLP (1) Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Improving Factual Consistency of Abstractive Summarization via Question Answering. CoRR Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey. CoRR Xiaokai Wei, Shen Wang, Dejiao Zhang, Parminder Bhatia, Andrew O. Arnold
2021	—	`conf`	Knowledge Graph Representation via Hierarchical Hyperbolic Neural Graph Embedding. IEEE BigData Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Philip S. Yu
2021	J	`jnl`	Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. CoRR Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2021	A*	`conf`	Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion. WWW Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu, Isabel F. Cruz
2021	—	`conf`	Pairwise Supervised Contrastive Learning of Sentence Representations. EMNLP (1) Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Pairwise Supervised Contrastive Learning of Sentence Representations. CoRR Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization. CoRR Mufan Sang, Haoqi Li, Fang Liu, Andrew O. Arnold, Li Wan
2021	—	`conf`	Supporting Clustering with Contrastive Learning. NAACL-HLT Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Supporting Clustering with Contrastive Learning. CoRR Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Virtual Augmentation Supported Contrastive Learning of Sentence Representations. CoRR Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
2020	J	`jnl`	Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. CoRR Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2020	A*	`conf`	Faithful Embeddings for Knowledge Base Queries. NeurIPS Haitian Sun, Andrew O. Arnold, Tania Bedrax-Weiss, Fernando Pereira, William W. Cohen
2020	J	`jnl`	Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering. CoRR Haitian Sun, Andrew O. Arnold, Tania Bedrax-Weiss, Fernando Pereira, William W. Cohen
2020	—	`conf`	H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network. EMNLP (1) Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu
2019	J	`jnl`	Instance-based Transfer Learning for Multilingual Deep Retrieval. CoRR Andrew O. Arnold, William W. Cohen
2008	A*	`conf`	Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition. ACL Andrew O. Arnold, Ramesh Nallapati, William W. Cohen
2007	—	`conf`	A Comparative Study of Methods for Transductive Transfer Learning. ICDM Workshops Andrew O. Arnold, Ramesh Nallapati, William W. Cohen