The Columbia-GWU System at the 2016 TAC KBP BeSt Evaluation. - Owen Rambow; Tao Yu 009; Axinia Radeva; Alexander R. Fabbri; Christopher Hidey; Tianrui Peng; Kathleen R. McKeown; Smaranda Muresan; Sardar Hamidian; Mona T. Diab; Debanjan Ghosh (TAC, 2016)

The Columbia-GWU System at the 2017 TAC KBP BeSt Evaluation. - Owen Rambow; Mohamed Al-Badrashiny; Axinia Radeva; Sardar Hamidian; Tao Yu 009; Tianrui Peng; Christopher Hidey; Smaranda Muresan; Mona T. Diab; Kathleen R. McKeown (TAC, 2017)

Leveraging Sparse and Dense Feature Combinations for Sentiment Classification. - Tao Yu 009; Christopher Hidey; Owen Rambow; Kathleen R. McKeown (CoRR, 2017)

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task. - Tao Yu 009; Michihiro Yasunaga; Kai Yang; Rui Zhang 037; Dongxu Wang; Zifan Li; Dragomir R. Radev (EMNLP, 2018)

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task. - Tao Yu 009; Rui Zhang 037; Kai Yang; Michihiro Yasunaga; Dongxu Wang; Zifan Li; James Ma; Irene Li; Qingning Yao; Shanelle Roman; Zilin Zhang; Dragomir R. Radev (EMNLP, 2018)

TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation. - Tao Yu 009; Zifan Li; Zilin Zhang; Rui Zhang 037; Dragomir R. Radev (NAACL-HLT (2), 2018)

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task. - Tao Yu 009; Michihiro Yasunaga; Kai Yang; Rui Zhang 037; Dongxu Wang; Zifan Li; Dragomir R. Radev (CoRR, 2018)

Cross-lingual sentiment transfer with limited resources. - Mohammad Sadegh Rasooli; Noura Farra; Axinia Radeva; Tao Yu 009; Kathy McKeown (Mach. Transl., 2018)

SParC: Cross-Domain Semantic Parsing in Context. - Tao Yu 009; Rui Zhang 037; Michihiro Yasunaga; Yi Chern Tan; Xi Victoria Lin; Suyi Li 002; Heyang Er; Irene Li; Bo Pang 004; Tao Chen; Emily Ji; Shreya Dixit; et al. (ACL (1), 2019)

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases. - Tao Yu 009; Rui Zhang 037; Heyang Er; Suyi Li 002; Eric Xue 001; Bo Pang 004; Xi Victoria Lin; Yi Chern Tan; Tianze Shi; Zihan Li; Youxuan Jiang; Michihiro Yasunaga; et al. (EMNLP/IJCNLP (1), 2019)

Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions. - Rui Zhang 037; Tao Yu 009; Heyang Er; Sungrok Shim; Eric Xue 001; Xi Victoria Lin; Tianze Shi; Caiming Xiong; Richard Socher; Dragomir R. Radev (EMNLP/IJCNLP (1), 2019)

Online Conversation Disentanglement with Pointer Networks. - Tao Yu 009; Shafiq R. Joty (EMNLP (1), 2020)

Semantic Evaluation for Text-to-SQL with Distilled Test Suites. - Ruiqi Zhong; Tao Yu 009; Dan Klein 001 (EMNLP (1), 2020)

DART: Open-Domain Structured Data Record to Text Generation. - Dragomir R. Radev; Rui Zhang 037; Amrit Rau; Abhinand Sivaprasad; Chiachun Hsieh; Nazneen Fatema Rajani; Xiangru Tang; Aadit Vyas; Neha Verma 001; Pranav Krishna; Yangxiaokang Liu; Nadia Irwanto; et al. (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)

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)

An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. - Yusen Zhang 001; Ansong Ni; Tao Yu 009; Rui Zhang 037; Chenguang Zhu 001; Budhaditya Deb; Asli Celikyilmaz; Ahmed Hassan Awadallah; Dragomir R. Radev (EMNLP (Findings), 2021)

SummerTime: Text Summarization Toolkit for Non-experts. - Ansong Ni; Zhangir Azerbayev; Mutethia Mutuma; Troy Feng; Yusen Zhang 001; Tao Yu 009; Ahmed Hassan Awadallah; Dragomir R. Radev (EMNLP (Demos), 2021)

Effective Fine-Tuning Methods for Cross-lingual Adaptation. - Tao Yu 009; Shafiq R. Joty (EMNLP (1), 2021)

Testing Cross-Database Semantic Parsers With Canonical Utterances. - Heather C. Lent; Semih Yavuz; Tao Yu 009; Tong Niu; Yingbo Zhou; Dragomir Radev; Xi Victoria Lin (Eval4NLP, 2021)

GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing. - Tao Yu 009; Chien-Sheng Wu; Xi Victoria Lin; Bailin Wang; Yi Chern Tan; Xinyi Yang 002; Dragomir R. Radev; Richard Socher; Caiming Xiong (ICLR, 2021)

SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing. - Tao Yu 009; Rui Zhang 037; Alex Polozov; Christopher Meek; Ahmed Hassan Awadallah (ICLR, 2021)

DART: Open-Domain Structured Data Record to Text Generation. - Linyong Nan; Dragomir R. Radev; Rui Zhang 037; Amrit Rau; Abhinand Sivaprasad; Chiachun Hsieh; Xiangru Tang; Aadit Vyas; Neha Verma 001; Pranav Krishna; Yangxiaokang Liu; Nadia Irwanto; et al. (NAACL-HLT, 2021)

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. - Ming Zhong 005; Da Yin; Tao Yu 009; Ahmad Zaidi; Mutethia Mutuma; Rahul Jha; Ahmed Hassan Awadallah; Asli Celikyilmaz; Yang Liu 124; Xipeng Qiu; Dragomir R. Radev (NAACL-HLT, 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)

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)

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization. - Ziming Mao; Chen Henry Wu; Ansong Ni; Yusen Zhang 001; Rui Zhang 037; Tao Yu 009; Budhaditya Deb; Chenguang Zhu 001; Ahmed Hassan Awadallah; Dragomir R. Radev (ACL (1), 2022)

In-Context Learning for Few-Shot Dialogue State Tracking. - Yushi Hu; Chia-Hsuan Lee 001; Tianbao Xie; Tao Yu 009; Noah A. Smith; Mari Ostendorf (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)

ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback. - Jiacheng Ye; Jiahui Gao; Zhiyong Wu 003; Jiangtao Feng; Tao Yu 009; Lingpeng Kong (EMNLP (Findings), 2022)

ZeroGen: Efficient Zero-shot Learning via Dataset Generation. - Jiacheng Ye; Jiahui Gao; Qintong Li; Hang Xu 004; Jiangtao Feng; Zhiyong Wu 003; Tao Yu 009; Lingpeng Kong (EMNLP, 2022)

FOLIO: Natural Language Reasoning with First-Order Logic. - Simeng Han; Hailey Schoelkopf; Yilun Zhao 001; Zhenting Qi; Martin Riddell; Luke Benson; Lucy Sun; Ekaterina Zubova; Yujie Qiao; Matthew Burtell; David Peng; Jonathan Fan 001; et al. (CoRR, 2022)

NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries. - Yiru Chen; Ryan Li; Austin Mac; Tianbao Xie; Tao Yu 009; Eugene Wu 002 (CoRR, 2022)

When Geometric Deep Learning Meets Pretrained Protein Language Models. - Fang Wu 002; Tao Yu 009; Dragomir Radev; Jinbo Xu (CoRR, 2022)

One Embedder, Any Task: Instruction-Finetuned Text Embeddings. - Hongjin Su; Weijia Shi; Jungo Kasai; Yizhong Wang; Yushi Hu; Mari Ostendorf; Wen-tau Yih; Noah A. Smith; Luke Zettlemoyer; Tao Yu 009 (ACL (Findings), 2023)

Complex Reasoning in Natural Languag. - Wenting Zhao; Mor Geva; Bill Yuchen Lin; Michihiro Yasunaga; Aman Madaan; Tao Yu 009 (ACL (tutorial), 2023)

Batch Prompting: Efficient Inference with Large Language Model APIs. - Zhoujun Cheng; Jungo Kasai; Tao Yu 009 (EMNLP (Industry Track), 2023)

Generating Data for Symbolic Language with Large Language Models. - Jiacheng Ye; Chengzu Li; Lingpeng Kong; Tao Yu 009 (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)

Selective Annotation Makes Language Models Better Few-Shot Learners. - Hongjin Su; Jungo Kasai; Chen Henry Wu; Weijia Shi; Tianlu Wang; Jiayi Xin; Rui Zhang 037; Mari Ostendorf; Luke Zettlemoyer; Noah A. Smith; Tao Yu 009 (ICLR, 2023)

DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation. - Yuhang Lai; Chengxi Li 011; Yiming Wang; Tianyi Zhang; Ruiqi Zhong; Luke Zettlemoyer; Wen-Tau Yih; Daniel Fried; Sida I. Wang; Tao Yu 009 (ICML, 2023)

Compositional Exemplars for In-context Learning. - Jiacheng Ye; Zhiyong Wu 003; Jiangtao Feng; Tao Yu 009; Lingpeng Kong (ICML, 2023)

Coder Reviewer Reranking for Code Generation. - Tianyi Zhang; Tao Yu 009; Tatsunori Hashimoto; Mike Lewis; Wen-Tau Yih; Daniel Fried; Sida Wang 001 (ICML, 2023)

Automated Self-Supervised Learning for Recommendation. - Lianghao Xia; Chao Huang 001; Chunzhen Huang; Kangyi Lin; Tao Yu 009; Ben Kao (WWW, 2023)

DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations. - Bo-Ru Lu; Nikita Haduong; Chia-Hsuan Lee 001; Zeqiu Wu; Hao Cheng 002; Paul Koester; Jean Utke; Tao Yu 009; Noah A. Smith; Mari Ostendorf (CoRR, 2023)

Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning. - Tianbao Xie; Siheng Zhao; Chen Henry Wu; Yitao Liu; Qian Luo; Victor Zhong; Yanchao Yang 001; Tao Yu 009 (CoRR, 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)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

FOLIO: Natural Language Reasoning with First-Order Logic. - Simeng Han; Hailey Schoelkopf; Yilun Zhao 001; Zhenting Qi; Martin Riddell; Wenfei Zhou; James Coady; David Peng; Yujie Qiao; Luke Benson; Lucy Sun; Alexander Wardle-Solano; et al. (EMNLP, 2024)

EvoR: Evolving Retrieval for Code Generation. - Hongjin Su; Shuyang Jiang; Yuhang Lai; Haoyuan Wu; Boao Shi; Che Liu; Qian Liu; Tao Yu 009 (EMNLP (Findings), 2024)

Text2Reward: Reward Shaping with Language Models for Reinforcement Learning. - Tianbao Xie; Siheng Zhao; Chen Henry Wu; Yitao Liu; Qian Luo; Victor Zhong; Yanchao Yang 001; Tao Yu 009 (ICLR, 2024)

Lemur: Harmonizing Natural Language and Code for Language Agents. - Yiheng Xu; Hongjin Su; Chen Xing; Boyu Mi; Qian Liu; Weijia Shi; Binyuan Hui; Fan Zhou; Yitao Liu; Tianbao Xie; Zhoujun Cheng; Siheng Zhao; et al. (ICLR, 2024)

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? - Ruisheng Cao; Fangyu Lei; Haoyuan Wu; Jixuan Chen; Yeqiao Fu; Hongcheng Gao; Xinzhuang Xiong; Hanchong Zhang; Wenjing Hu; Yuchen Mao; Tianbao Xie; Hongshen Xu; et al. (NeurIPS, 2024)

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments. - Tianbao Xie; Danyang Zhang; Jixuan Chen; Xiaochuan Li 003; Siheng Zhao; Ruisheng Cao; Toh Jing Hua; Zhoujun Cheng; Dongchan Shin; Fangyu Lei; Yitao Liu; Yiheng Xu; et al. (NeurIPS, 2024)

OS-Copilot: Towards Generalist Computer Agents with Self-Improvement. - Zhiyong Wu 003; Chengcheng Han 004; Zichen Ding 002; Zhenmin Weng; Zhoumianze Liu; Shunyu Yao; Tao Yu 009; Lingpeng Kong (CoRR, 2024)

ARKS: Active Retrieval in Knowledge Soup for Code Generation. - Hongjin Su; Shuyang Jiang; Yuhang Lai; Haoyuan Wu; Boao Shi; Che Liu; Qian Liu; Tao Yu 009 (CoRR, 2024)

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction. - Yiheng Xu; Zekun Wang; Junli Wang; Dunjie Lu; Tianbao Xie; Amrita Saha; Doyen Sahoo; Tao Yu 009; Caiming Xiong (CoRR, 2024)

Attacking Vision-Language Computer Agents via Pop-ups. - Yanzhe Zhang; Tao Yu 009; Diyi Yang (ACL (1), 2025)

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows. - Fangyu Lei; Jixuan Chen; Yuxiao Ye; Ruisheng Cao; Dongchan Shin; Hongjin Su; Zhaoqing Suo; Hongcheng Gao; Wenjing Hu; Pengcheng Yin; Victor Zhong; Caiming Xiong; et al. (ICLR, 2025)

Generative Representational Instruction Tuning. - Niklas Muennighoff; Hongjin Su; Liang Wang 046; Nan Yang 002; Furu Wei; Tao Yu 009; Amanpreet Singh; Douwe Kiela (ICLR, 2025)

Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments. - Hongjin Su; Ruoxi Sun 002; Jinsung Yoon; Pengcheng Yin; Tao Yu 009; Sercan Ö. Arik (ICLR, 2025)

BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval. - Hongjin Su; Howard Yen; Mengzhou Xia; Weijia Shi; Niklas Muennighoff; Han-yu Wang; Haisu Liu; Quan Shi; Zachary S. Siegel; Michael Tang; Ruoxi Sun 002; Jinsung Yoon; et al. (ICLR, 2025)

AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials. - Yiheng Xu; Dunjie Lu; Zhennan Shen; Junli Wang; Zekun Wang; Yuchen Mao; Caiming Xiong; Tao Yu 009 (ICLR, 2025)

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis. - Tianbao Xie; Jiaqi Deng; Xiaochuan Li 003; Junlin Yang; Haoyuan Wu; Jixuan Chen; Wenjing Hu; Xinyuan Wang; Yuhui Xu; Zekun Wang; Yiheng Xu; Junli Wang; et al. (CoRR, 2025)

OpenCUA: Open Foundations for Computer-Use Agents. - Xinyuan Wang; Bowen Wang; Dunjie Lu; Junlin Yang; Tianbao Xie; Junli Wang; Jiaqi Deng; Xiaole Guo; Yiheng Xu; Chen Henry Wu; Zhennan Shen; Zhuokai Li; et al. (CoRR, 2025)