Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network. - Peng Shi 010; Zhiyang Teng; Yue Zhang 004 (EMNLP, 2016)

Joint bi-affine parsing and semantic role labeling. - Peng Shi 010; Yue Zhang 004 (IALP, 2017)

Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia. - Michael Azmy; Peng Shi 010; Jimmy Lin; Ihab F. Ilyas (COLING, 2018)

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks. - Salman Mohammed; Peng Shi 010; Jimmy Lin (NAACL-HLT (2), 2018)

Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling. - Jinfeng Rao; Linqing Liu; Yi Tay; Hsiu-Wei Yang; Peng Shi 010; Jimmy Lin (EMNLP/IJCNLP (1), 2019)

Aligning Cross-Lingual Entities with Multi-Aspect Information. - Hsiu-Wei Yang; Yanyan Zou; Peng Shi 010; Wei Lu 011; Jimmy Lin; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. - Peng Shi 010; Jinfeng Rao; Jimmy Lin (NAACL-HLT (1), 2019)

Matching Entities Across Different Knowledge Graphs with Graph Embeddings. - Michael Azmy; Peng Shi 010; Jimmy Lin; Ihab F. Ilyas (CoRR, 2019)

Simple BERT Models for Relation Extraction and Semantic Role Labeling. - Peng Shi 010; Jimmy Lin (CoRR, 2019)

Cross-Lingual Relevance Transfer for Document Retrieval. - Peng Shi 010; Jimmy Lin (CoRR, 2019)

Cross-Lingual Training of Neural Models for Document Ranking. - Peng Shi 010; He Bai 002; Jimmy Lin (EMNLP (Findings), 2020)

Semantics of the Unwritten. - He Bai 002; Peng Shi 010; Jimmy Lin; Luchen Tan; Kun Xiong; Wen Gao 001; Jie Liu 035; Ming Li 001 (CoRR, 2020)

SegaBERT: Pre-training of Segment-aware BERT for Language Understanding. - He Bai 002; Peng Shi 010; Jimmy Lin; Luchen Tan; Kun Xiong; Wen Gao 001; Ming Li 001 (CoRR, 2020)

Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL. - Yusen Zhang 001; Xiangyu Dong 002; Shuaichen Chang; Tao Yu 009; Peng Shi 010; Rui Zhang 037 (CoRR, 2020)

Segatron: Segment-Aware Transformer for Language Modeling and Understanding. - He Bai 002; Peng Shi 010; Jimmy Lin; Yuqing Xie 001; Luchen Tan; Kun Xiong; Wen Gao 001; Ming Li 001 (AAAI, 2021)

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. - Peng Shi 010; Patrick Ng; Zhiguo Wang; Henghui Zhu; Alexander Hanbo Li; Jun Wang 122; Cícero Nogueira dos Santos; Bing Xiang (AAAI, 2021)

Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2. - He Bai 002; Peng Shi 010; Jimmy Lin; Luchen Tan; Kun Xiong; Wen Gao 001; Jie Liu 035; Ming Li 001 (ACL (student), 2021)

Logic-Consistency Text Generation from Semantic Parses. - Chang Shu; Yusen Zhang 001; Xiangyu Dong 002; Peng Shi 010; Tao Yu 009; Rui Zhang 037 (ACL/IJCNLP (Findings), 2021)

End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task. - Peng Shi 010; Tao Yu 009; Patrick Ng; Zhiguo Wang (CoRR, 2021)

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval. - Xinyu Zhang 018; Xueguang Ma; Peng Shi 010; Jimmy Lin (CoRR, 2021)

Cross-Lingual Training with Dense Retrieval for Document Retrieval. - Peng Shi 010; Rui Zhang 037; He Bai 002; Jimmy Lin (CoRR, 2021)

Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions. - Naihao Deng; Shuaichen Chang; Peng Shi 010; Tao Yu 009; Rui Zhang 037 (CoRR, 2021)

Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering. - Peng Shi 010; Patrick Ng; Feng Nan; Henghui Zhu; Jun Wang 122; Jiarong Jiang; Alexander Hanbo Li; Rishav Chakravarti; Donald Weidner; Bing Xiang; Zhiguo Wang (AAAI, 2022)

Better Language Model with Hypernym Class Prediction. - He Bai 002; Tong Wang 012; Alessandro Sordoni; Peng Shi 010 (ACL (1), 2022)

Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. - Peng Shi 010; Linfeng Song; Lifeng Jin; Haitao Mi; He Bai 002; Jimmy Lin; Dong Yu 001 (EMNLP (Findings), 2022)

XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. - Peng Shi 010; Rui Zhang 037; He Bai 002; Jimmy Lin (EMNLP (Findings), 2022)

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. - Tianbao Xie; Chen Henry Wu; Peng Shi 010; Ruiqi Zhong; Torsten Scholak; Michihiro Yasunaga; Chien-Sheng Wu; Ming Zhong 005; Pengcheng Yin; Sida I. Wang; Victor Zhong; Bailin Wang; et al. (EMNLP, 2022)

Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning. - Sarkar Snigdha Sarathi Das; Haoran Zhang 004; Peng Shi 010; Wenpeng Yin 001; Rui Zhang 037 (EMNLP, 2023)

Binding Language Models in Symbolic Languages. - Zhoujun Cheng; Tianbao Xie; Peng Shi 010; Chengzu Li; Rahul Nadkarni; Yushi Hu; Caiming Xiong; Dragomir Radev; Mari Ostendorf; Luke Zettlemoyer; Noah A. Smith; Tao Yu 009 (ICLR, 2023)

OpenAgents: An Open Platform for Language Agents in the Wild. - Tianbao Xie; Fan Zhou; Zhoujun Cheng; Peng Shi 010; Luoxuan Weng; Yitao Liu; Toh Jing Hua; Junning Zhao; Qian Liu; Che Liu; Leo Z. Liu; Yiheng Xu; et al. (CoRR, 2023)

Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation. - Ali Mousavi 003; Xin Zhan; He Bai 002; Peng Shi 010; Theodoros Rekatsinas; Benjamin Han; Yunyao Li 001; Jeffrey Pound; Joshua M. Susskind; Natalie Schluter; Ihab F. Ilyas; Navdeep Jaitly (LREC/COLING, 2024)

RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation. - Dongyu Ru; Lin Qiu; Xiangkun Hu; Tianhang Zhang; Peng Shi 010; Shuaichen Chang; Cheng Jiayang; Cunxiang Wang; Shichao Sun; Huanyu Li 010; Zizhao Zhang; Binjie Wang; et al. (NeurIPS, 2024)

You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL. - Hideo Kobayashi; Wuwei Lan; Peng Shi 010; Shuaichen Chang; Jiang Guo; Henghui Zhu; Zhiguo Wang; Patrick Ng (NAACL (Long Papers), 2025)

HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? - Yusen Zhang 001; Wenliang Zheng; Aashrith Madasu; Peng Shi 010; Ryo Kamoi; Hao Zhou; Zhuoyang Zou; Shu Zhao; Sarkar Snigdha Sarathi Das; Vipul Gupta; Xiaoxin Lu; Nan Zhang; et al. (CoRR, 2025)