TACL journal, 2017 (oral presentation at ACL). Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova and Wen-tau Yih. Cross-Sentence N-ary Relation Extraction with Graph LSTMs.
Multi-task Domain Adaptation for Sequence Tagging.Jointly Learning Representations for Low-Resource Information Extraction.A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognitionĭingquan Wang, Nanyun Peng and Kevin Duh.Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao and Rui Yan.
Style Transfer in Text: Exploration and Evaluation. Mingyue Shang, Zhenxin Fu, Nanyun Peng, Yansong Feng, Dongyan Zhao and Rui Yan. Learning to Converse with Noisy Data: Generation with Calibration. NAACL Storytelling workshop 2018 (oral presentation). Nanyun Peng, Marjan Ghazvininejad, Jonathan May and Kevin Knight. Xiang Ren, Nanyun Peng, William Yang Wang. Scalable Construction and Reasoning of Massive Knowledge Bases. Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard Hovy. Stack-Pointer Networks for Dependency Parsing. Lili Yao*, Nanyun Peng*, Ralph Weischedel, Kevin Knight, Dongyan Zhao and Rui Yan. Plan-And-Write: Towards Better Automatic Storytelling. Building Deep Learning Models for Evidence Classification from the Open Access Biomedical Literature. Wasi Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard Hovy, Kai-Wei Chang, Nanyun Peng. On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. Seraphina Goldfarb-Tarrant, Haining Feng, Nanyun Peng. Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation. Sarik Ghazarian, Johnny Tian-Zheng Wei, Aram Galstyan, Nanyun Peng. Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings. NAACL Workshop on Narrative Understanding 2019. Rujun Han, Mengyue Liang, Bashar Alhafni, Nanyun Peng. Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding. invited talk at NAACL Workshop on Narrative Understanding 2019 The 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)2019. Ninareh Mehrabi, Fred Morstatter, Nanyun Peng, Aram Galstyan. Debiasing Community Detection: The Importance of Lowly-Connected Nodes. Xiaolei Huang, Jonathan May and Nanyun Peng. What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis. James Mullenbach, Jonathan Gordon, Nanyun Peng and Jonathan May. Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects. The Woman Worked as a Babysitter: On Biases in Language GenerationĮmily Sheng, Kai-Wei Chang, Premkumar Natarajan and Nanyun Peng. Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing. Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction. Xiao Huang, Li Dong, Elizabeth Boschee and Nanyun Peng. Learning A Unified Named Entity Tagger from Multiple Partially Annotated Corpora For Efficient Adaptation. Wasi Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang and Nanyun Peng. Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages. Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph Weischedel and Nanyun Peng. Deep Structured Neural Network for Event Temporal Relation Extraction. Yiming Wang, Tongfei Chen, Hainan Xu, Shuoyang Ding, Hang Lv, Yiwen Shao, Nanyun Peng, Lei Xie, Shinji Watanabe, Sanjeev Khudanpur. Espresso: A Fast End-to-end Neural Speech Recognition Toolkit. Sarik Ghazarian, Ralph Weischedel, Aram Galstyan and Nanyun Peng. Predictive Engagement: An Efficient Metric For Automatic Evaluation of Open-Domain Dialogue Systems. Peng's Language Understanding & Synthesis Lab
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