Peng Qi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 44

Top Topics

Relation Extraction

Dependency Parsing

Dependency Tree

Question Answering

Top Venues

Publications

Rujun Han, Yuhao Zhang, Peng Qi, Yumo Xu, Jenyuan Wang, Lan Liu, William Yang Wang, Bonan Min, Vittorio Castelli
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering. CoRR (2024)
Zhengxuan Wu, Yuhao Zhang, Peng Qi, Yumo Xu, Rujun Han, Yian Zhang, Jifan Chen, Bonan Min, Zhiheng Huang
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models. CoRR (2024)
Bo Li, Peng Qi, Bo Liu, Shuai Di, Jingen Liu, Jiquan Pei, Jinfeng Yi, Bowen Zhou
Trustworthy AI: From Principles to Practices. ACM Comput. Surv. 55 (9) (2023)
Peng Qi, Nina Du, Christopher D. Manning, Jing Huang
PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations. ACL (Findings) (2023)
Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger, William Yang Wang, Zhiheng Huang, Bing Xiang, Dan Roth
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering. ACL (Findings) (2023)
Chao Shang, Guangtao Wang, Peng Qi, Jing Huang
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs. ACL (1) (2022)
Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Trenton Chang, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. SIGDIAL (2022)
Peng Qi, Guangtao Wang, Jing Huang
SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences. CoRR (2022)
Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. CoRR (2022)
Chao Shang, Guangtao Wang, Peng Qi, Jing Huang
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs. CoRR (2022)
Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. CoRR (2021)
Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. NAACL-HLT (2021)
Devendra Singh Sachan, Yuhao Zhang, Peng Qi, William L. Hamilton
Do Syntax Trees Help Pre-trained Transformers Extract Information? EACL (2021)
Kevin Huang, Peng Qi, Guangtao Wang, Tengyu Ma, Jing Huang
Entity and Evidence Guided Document-Level Relation Extraction. RepL4NLP@ACL-IJCNLP (2021)
Peng Qi, Jing Huang, Youzheng Wu, Xiaodong He, Bowen Zhou
Conversational AI Systems for Social Good: Opportunities and Challenges. CoRR (2021)
Bo Li, Peng Qi, Bo Liu, Shuai Di, Jingen Liu, Jiquan Pei, Jinfeng Yi, Bowen Zhou
Trustworthy AI: From Principles to Practices. CoRR (2021)
Peng Qi, Haejun Lee, Tg Sido, Christopher D. Manning
Answering Open-Domain Questions of Varying Reasoning Steps from Text. EMNLP (1) (2021)
Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning, Curtis P. Langlotz
Biomedical and clinical English model packages for the Stanza Python NLP library. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Chao Shang, Peng Qi, Guangtao Wang, Jing Huang, Youzheng Wu, Bowen Zhou
Open Temporal Relation Extraction for Question Answering. AKBC (2021)
Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. ACL (demo) (2020)
Devendra Singh Sachan, Yuhao Zhang, Peng Qi, William L. Hamilton
Do Syntax Trees Help Pre-trained Transformers Extract Information? CoRR (2020)
Peng Qi, Haejun Lee, Oghenetegiri "TG" Sido, Christopher D. Manning
Retrieve, Rerank, Read, then Iterate: Answering Open-Domain Questions of Arbitrary Complexity from Text. CoRR (2020)
Ashwin Paranjape, Abigail See, Kathleen Kenealy, Haojun Li, Amelia Hardy, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Christopher D. Manning
Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations. CoRR (2020)
Peng Qi, Yuhao Zhang, Christopher D. Manning
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. CoRR (2020)
Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. CoRR (2020)
Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning, Curtis P. Langlotz
Biomedical and Clinical English Model Packages in the Stanza Python NLP Library. CoRR (2020)
Peng Qi, Yuhao Zhang, Christopher D. Manning
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. EMNLP (Findings) (2020)
Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning
Answering Complex Open-domain Questions Through Iterative Query Generation. EMNLP/IJCNLP (1) (2019)
Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning
Universal Dependency Parsing from Scratch. CoRR (2019)
Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning
Answering Complex Open-domain Questions Through Iterative Query Generation. CoRR (2019)
Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. EMNLP (2018)
Yuhao Zhang, Peng Qi, Christopher D. Manning
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction. CoRR (2018)
Urvashi Khandelwal, He He, Peng Qi, Dan Jurafsky
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context. ACL (1) (2018)
Urvashi Khandelwal, He He, Peng Qi, Dan Jurafsky
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context. CoRR (2018)
Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. CoRR (2018)
Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning
Universal Dependency Parsing from Scratch. CoNLL Shared Task (2) (2018)
Yuhao Zhang, Peng Qi, Christopher D. Manning
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction. EMNLP (2018)
Andrew L. Maas, Peng Qi, Ziang Xie, Awni Y. Hannun, Christopher T. Lengerich, Daniel Jurafsky, Andrew Y. Ng
Building DNN acoustic models for large vocabulary speech recognition. Comput. Speech Lang. 41 (2017)
Peng Qi, Christopher D. Manning
Arc-swift: A Novel Transition System for Dependency Parsing. CoRR (2017)
Peng Qi, Christopher D. Manning
Arc-swift: A Novel Transition System for Dependency Parsing. ACL (2) (2017)
Arun Tejasvi Chaganty, Ashwin Paranjape, Jason Bolton, Matthew Lamm, Jinhao Lei, Abigail See, Kevin Clark, Yuhao Zhang, Peng Qi, Christopher D. Manning
Stanford at TAC KBP 2017: Building a Trilingual Relational Knowledge Graph. TAC (2017)
Mohamed Al-Badrashiny, Jason Bolton, Arun Tejasvi Chaganty, Kevin Clark, Craig Harman, Lifu Huang, Matthew Lamm, Jinhao Lei, Di Lu, Xiaoman Pan, Ashwin Paranjape, Ellie Pavlick, Haoruo Peng, Peng Qi, Pushpendre Rastogi, Abigail See, Kai Sun, Max Thomas, Chen-Tse Tsai, Hao Wu, Boliang Zhang, Chris Callison-Burch, Claire Cardie, Heng Ji, Christopher D. Manning, Smaranda Muresan, Owen Rambow, Dan Roth, Mark Sammons, Benjamin Van Durme
TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction. TAC (2017)
Timothy Dozat, Peng Qi, Christopher D. Manning
Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task. CoNLL Shared Task (2) (2017)
Yuhao Zhang, Arun Tejasvi Chaganty, Ashwin Paranjape, Danqi Chen, Jason Bolton, Peng Qi, Christopher D. Manning
Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese. TAC (2016)
Andrew L. Maas, Awni Y. Hannun, Christopher T. Lengerich, Peng Qi, Daniel Jurafsky, Andrew Y. Ng
Increasing Deep Neural Network Acoustic Model Size for Large Vocabulary Continuous Speech Recognition. CoRR (2014)