Automatic Short Answer Grading via Multiway Attention Networks. - Tianqiao Liu; Wenbiao Ding; Zhiwei Wang 001; Jiliang Tang; Gale Yan Huang; Zitao Liu 001 (AIED (2), 2019)

Recommender Systems with Heterogeneous Side Information. - Tianqiao Liu; Zhiwei Wang 001; Jiliang Tang; Songfan Yang; Gale Yan Huang; Zitao Liu 001 (WWW, 2019)

Dolphin: A Verbal Fluency Evaluation System for Elementary Education. - Zitao Liu 001; Guowei Xu; Tianqiao Liu; Weiping Fu; Wenbiao Ding; Yujia Song; Chaoyou Guo; Cong Kong; Gale Yan Huang (CoRR, 2019)

Dolphin: A Spoken Language Proficiency Assessment System for Elementary Education. - Zitao Liu 001; Guowei Xu; Tianqiao Liu; Weiping Fu; Yubi Qi; Wenbiao Ding; Yujia Song; Chaoyou Guo; Cong Kong; Songfan Yang; Gale Yan Huang (WWW, 2020)

Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations. - Tianqiao Liu; Qian Fang; Wenbiao Ding; Zhongqin Wu; Zitao Liu 001 (CoRR, 2020)

Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models. - Qiongqiong Liu; Tianqiao Liu; Jiafu Zhao; Qiang Fang; Wenbiao Ding; Zhongqin Wu; Feng Xia 001; Jiliang Tang; Zitao Liu 001 (AIED (2), 2021)

CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations. - Hang Li 007; Wenbiao Ding; Yu Kang; Tianqiao Liu; Zhongqin Wu; Zitao Liu 001 (EMNLP (1), 2021)

Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations. - Tianqiao Liu; Qiang Fang; Wenbiao Ding; Hang Li 007; Zhongqin Wu; Zitao Liu 001 (EMNLP (1), 2021)

CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations. - Hang Li 007; Yu Kang; Tianqiao Liu; Wenbiao Ding; Zitao Liu 001 (CoRR, 2021)

Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data. - Yu Kang; Tianqiao Liu; Hang Li 007; Yang Hao 004; Wenbiao Ding (AAAI, 2022)

ESCM2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation. - Hao Wang 049; Tai-Wei Chang; Tianqiao Liu; Jianmin Huang; Zhichao Chen 001; Chao Yu; Ruopeng Li; Wei Chu (SIGIR, 2022)

ESCM2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation. - Hao Wang 049; Tai-Wei Chang; Tianqiao Liu; Jianmin Huang; Zhichao Chen 001; Chao Yu; Ruopeng Li; Wei Chu (CoRR, 2022)

Optimal Transport for Treatment Effect Estimation. - Hao Wang 049; Jiajun Fan; Zhichao Chen 001; Haoxuan Li 001; Weiming Liu 005; Tianqiao Liu; Quanyu Dai; Yichao Wang 002; Zhenhua Dong; Ruiming Tang (NeurIPS, 2023)

Hypertext Entity Extraction in Webpage. - Yifei Yang; Tianqiao Liu; Bo Shao; Hai Zhao 001; Linjun Shou; Ming Gong 001; Daxin Jiang (CoRR, 2024)

Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding. - Tianqiao Liu; Zui Chen; Zitao Liu 001; Mi Tian; Weiqi Luo 002 (CoRR, 2024)

What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning. - Yiran Ma; Zui Chen; Tianqiao Liu; Mi Tian; Zhuo Liu; Zitao Liu 001; Weiqi Luo 002 (AAAI, 2025)

Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages. - Zui Chen; Tianqiao Liu; Tongqing; Mi Tian; Weiqi Luo 002; Zitao Liu 001 (ICLR, 2025)

Advancing Math Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages. - Zui Chen; Tianqiao Liu; Mi Tian; Qing Tong; Weiqi Luo 002; Zitao Liu 001 (CoRR, 2025)

ArithmeticGPT: empowering small-size large language models with advanced arithmetic skills. - Zitao Liu 001; Ying Zheng; Zhibo Yin; Jiahao Chen 006; Tianqiao Liu; Mi Tian; Weiqi Luo 002 (Mach. Learn., 2025)