Xiaochang Peng

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 17

Top Topics

Metropolis Hastings

Markov Chain Monte Carlo Sampling

Traveling Salesman

Text Generation

Top Venues

Comput. Linguistics

Publications

Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction. ICML (2022)
Aaron Chan, Shaoliang Nie, Liang Tan, Xiaochang Peng, Hamed Firooz, Maziar Sanjabi, Xiang Ren
FRAME: Evaluating Simulatability Metrics for Free-Text Rationales. CoRR (2022)
Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz
UniREx: A Unified Learning Framework for Language Model Rationale Extraction. CoRR (2021)
Hao Zhang, Richard Sproat, Axel H. Ng, Felix Stahlberg, Xiaochang Peng, Kyle Gorman, Brian Roark
Neural Models of Text Normalization for Speech Applications. Comput. Linguistics 45 (2) (2019)
Daniel Gildea, Giorgio Satta, Xiaochang Peng
Ordered Tree Decomposition for HRG Rule Extraction. Comput. Linguistics 45 (2) (2019)
Daniel Gildea, Giorgio Satta, Xiaochang Peng
Cache Transition Systems for Graph Parsing. Comput. Linguistics 44 (1) (2018)
Xiaochang Peng, Daniel Gildea, Giorgio Satta
AMR Parsing With Cache Transition Systems. AAAI (2018)
Xiaochang Peng, Linfeng Song, Daniel Gildea, Giorgio Satta
Sequence-to-sequence Models for Cache Transition Systems. ACL (1) (2018)
Linfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea
AMR-to-text Generation with Synchronous Node Replacement Grammar. CoRR (2017)
Xiaochang Peng, Chuan Wang, Daniel Gildea, Nianwen Xue
Addressing the Data Sparsity Issue in Neural AMR Parsing. CoRR (2017)
Linfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea
AMR-to-text Generation with Synchronous Node Replacement Grammar. ACL (2) (2017)
Xiaochang Peng, Chuan Wang, Daniel Gildea, Nianwen Xue
Addressing the Data Sparsity Issue in Neural AMR Parsing. EACL (1) (2017)
Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea
AMR-to-text generation as a Traveling Salesman Problem. CoRR (2016)
Xiaochang Peng, Daniel Gildea
Exploring phrase-compositionality in skip-gram models. CoRR (2016)
Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea
AMR-to-text generation as a Traveling Salesman Problem. EMNLP (2016)
Xiaochang Peng, Daniel Gildea
UofR at SemEval-2016 Task 8: Learning Synchronous Hyperedge Replacement Grammar for AMR Parsing. SemEval@NAACL-HLT (2016)
Xiaochang Peng, Linfeng Song, Daniel Gildea
A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing. CoNLL (2015)
Xiaochang Peng, Daniel Gildea
Type-based MCMC for Sampling Tree Fragments from Forests. EMNLP (2014)
Weiwei Sun, Xiaochang Peng, Xiaojun Wan
Capturing Long-distance Dependencies in Sequence Models: A Case Study of Chinese Part-of-speech Tagging. IJCNLP (2013)