Improving Pronunciation Assessment Via Ordinal Regression with Anchored Reference Samples. - Bin Su; Shaoguang Mao; Frank K. Soong; Yan Xia 005; Jonathan Tien; Zhiyong Wu 001 (ICASSP, 2021)

A Universal Ordinal Regression for Assessing Phoneme-Level Pronunciation. - Shaoguang Mao; Frank K. Soong; Yan Xia 005; Jonathan Tien (ICASSP, 2022)

An Approach to Mispronunciation Detection and Diagnosis with Acoustic, Phonetic and Linguistic (APL) Embeddings. - Wenxuan Ye; Shaoguang Mao; Frank K. Soong; Wenshan Wu; Yan Xia 005; Jonathan Tien; Zhiyong Wu 001 (ICASSP, 2022)

Assessing Phrase Break of ESL speech with Pre-trained Language Models. - Zhiyi Wang; Shaoguang Mao; Wenshan Wu; Yan Xia 005 (CoRR, 2022)

Extensible Prompts for Language Models. - Tao Ge 001; Jing Hu 001; Li Dong 004; Shaoguang Mao; Yan Xia 005; Xun Wang 012; Si-Qing Chen; Furu Wei (CoRR, 2022)

Smart Word Suggestions for Writing Assistance. - Chenshuo Wang; Shaoguang Mao; Tao Ge 001; Wenshan Wu; Xun Wang 012; Yan Xia 005; Jonathan Tien; Dongyan Zhao 001 (ACL (Findings), 2023)

Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. - Haoyang Huang; Tianyi Tang; Dongdong Zhang 001; Xin Zhao 018; Ting Song; Yan Xia 005; Furu Wei (EMNLP (Findings), 2023)

Assessing Phrase Break of ESL Speech with Pre-trained Language Models and Large Language Models. - Zhiyi Wang; Shaoguang Mao; Wenshan Wu; Yan Xia 005; Yan Deng; Jonathan Tien (INTERSPEECH, 2023)

Extensible Prompts for Language Models on Zero-shot Language Style Customization. - Tao Ge 001; Jing Hu 001; Li Dong 004; Shaoguang Mao; Yan Xia 005; Xun Wang 012; Si-Qing Chen; Furu Wei (NeurIPS, 2023)

Enhancing Detailed Feedback to Chinese Writing Learners Using a Soft-Label Driven Approach and Tag-Aware Ranking Model. - Yuzhe Cai; Shaoguang Mao; Chenshuo Wang; Tao Ge 001; Wenshan Wu; Yan Xia 005; Chanjin Zheng; Qiang Guan (NLPCC (1), 2023)

Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation. - Hongyi Wu; Xinshu Shen; Man Lan; Xiaopeng Bai; Yuanbin Wu; Aimin Zhou; Shaoguang Mao; Tao Ge 001; Yan Xia 005 (NLPCC (3), 2023)

TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs. - Yaobo Liang; Chenfei Wu; Ting Song; Wenshan Wu; Yan Xia 005; Yu Liu; Yang Ou; Shuai Lu; Lei Ji 001; Shaoguang Mao; Yun Wang; Linjun Shou; et al. (CoRR, 2023)

Low-code LLM: Visual Programming over LLMs. - Yuzhe Cai; Shaoguang Mao; Wenshan Wu; Zehua Wang; Yaobo Liang; Tao Ge 001; Chenfei Wu; Wang You; Ting Song; Yan Xia 005; Jonathan Tien; Nan Duan (CoRR, 2023)

EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation. - Wang You; Wenshan Wu; Yaobo Liang; Shaoguang Mao; Chenfei Wu; Maosong Cao; Yuzhe Cai; Yiduo Guo; Yan Xia 005; Furu Wei; Nan Duan (CoRR, 2023)

ALYMPICS: Language Agents Meet Game Theory. - Shaoguang Mao; Yuzhe Cai; Yan Xia 005; Wenshan Wu; Xun Wang 012; Fengyi Wang; Tao Ge 001; Furu Wei (CoRR, 2023)

CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays. - Nuowei Liu; Xinhao Chen; Hongyi Wu; Changzhi Sun; Man Lan; Yuanbin Wu; Xiaopeng Bai; Shaoguang Mao; Yan Xia 005 (EMNLP (Findings), 2024)

Low-code LLM: Graphical User Interface over Large Language Models. - Yuzhe Cai; Shaoguang Mao; Wenshan Wu; Zehua Wang; Yaobo Liang; Tao Ge 001; Chenfei Wu; Wang You; Ting Song; Yan Xia 005; Nan Duan; Furu Wei (NAACL (Demonstrations), 2024)

Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. - Wenshan Wu; Shaoguang Mao; Yadong Zhang; Yan Xia 005; Li Dong 004; Lei Cui 001; Furu Wei (NeurIPS, 2024)

Overview of the NLPCC 2024 Shared Task: Chinese Essay Discourse Logic Evaluation and Integration. - Yuhao Zhou; Hongyi Wu; Xinshu Shen; Man Lan; Yuanbin Wu; Xiaopeng Bai; Shaoguang Mao; Tao Ge 001; Yan Xia 005 (NLPCC (5), 2024)

K-Level Reasoning with Large Language Models. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Yan Xia 005; Man Lan; Furu Wei (CoRR, 2024)

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Adrian de Wynter; Yan Xia 005; Wenshan Wu; Ting Song; Man Lan; Furu Wei (CoRR, 2024)

Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. - Wenshan Wu; Shaoguang Mao; Yadong Zhang; Yan Xia 005; Li Dong 004; Lei Cui 001; Furu Wei (CoRR, 2024)

Meta Reasoning for Large Language Models. - Peizhong Gao; Ao Xie; Shaoguang Mao; Wenshan Wu; Yan Xia 005; Haipeng Mi; Furu Wei (CoRR, 2024)

Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning. - Yadong Zhang; Shaoguang Mao; Wenshan Wu; Yan Xia 005; Tao Ge 001; Man Lan; Furu Wei (CoRR, 2024)

1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs. - Jinheng Wang; Hansong Zhou; Ting Song; Shaoguang Mao; Shuming Ma; Hongyu Wang; Yan Xia 005; Furu Wei (CoRR, 2024)

Bitnet.cpp: Efficient Edge Inference for Ternary LLMs. - Jinheng Wang; Hansong Zhou; Ting Song; Shijie Cao; Yan Xia 005; Ting Cao; Jianyu Wei; Shuming Ma; Hongyu Wang; Furu Wei (ACL (1), 2025)

ALYMPICS: LLM Agents Meet Game Theory. - Shaoguang Mao; Yuzhe Cai; Yan Xia 005; Wenshan Wu; Xun Wang 012; Fengyi Wang; Qiang Guan; Tao Ge 001; Furu Wei (COLING, 2025)

K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Yan Xia 005; Man Lan; Furu Wei (NAACL (Long Papers), 2025)

Imagine while Reasoning in Space: Multimodal Visualization-of-Thought. - Chengzu Li; Wenshan Wu; Huanyu Zhang; Yan Xia 005; Shaoguang Mao; Li Dong 004; Ivan Vulic; Furu Wei (CoRR, 2025)

BitNet b1.58 2B4T Technical Report. - Shuming Ma; Hongyu Wang; Shaohan Huang; Xingxing Zhang 002; Ying Hu; Ting Song; Yan Xia 005; Furu Wei (CoRR, 2025)

A Call for New Recipes to Enhance Spatial Reasoning in MLLMs. - Huanyu Zhang; Chengzu Li; Wenshan Wu; Shaoguang Mao; Yan Xia 005; Ivan Vulic; Zhang Zhang 001; Liang Wang 001; Tieniu Tan; Furu Wei (CoRR, 2025)