Publications

Seed2.1 Model Card: Agentic Intelligence for Productivity

ByteDance Seed

Team report · I contributed the financial-agent and Lean 4 proving capabilities

Measure Twice, Locate Once: Mitigating Hallucinations in LLM-based Agents for Repository-Scale Fault Localization

Feiyue Chen, Guowei Yang, Cheryl Lee, Zhanming Jie, Yuqi Chen

Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity

ByteDance Seed

Team report · contributors listed alphabetically, incl. Allan Jie

Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience

Jiangjie Chen, Wenxiang Chen, …, Allan Jie, …, Thomas Hanwen Zhu 22 authors

ByteDance Seed AI4Math · alphabetical author order

Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving

Luoxin Chen, Jinming Gu, …, Allan Jie, …, Thomas Hanwen Zhu 36 authors

ByteDance Seed AI4Math · alphabetical author order

Solving Formal Math Problems by Decomposition and Iterative Reflection

Yichi Zhou, Jianqiu Zhao, …, Allan Jie, …, Hang Li 17 authors

ThinK: Thinner Key Cache by Query-Driven Pruning

Yuhui Xu, Zhanming Jie, Hanze Dong, Lei Wang, Xudong Lu, Aojun Zhou, Amrita Saha, Caiming Xiong, Doyen Sahoo

ReFT: Reasoning with Reinforced Fine-Tuning

Trung Quoc Luong^*, Xinbo Zhang^*, Zhanming Jie^*, Peng Sun, Xiaoran Jin, Hang Li

* equal contribution

Non-Autoregressive Machine Translation as Constrained HMM

Haoran Li, Zhanming Jie, Wei Lu

Design of Chain-of-Thought in Math Problem Solving

Zhanming Jie^*, Trung Quoc Luong^*, Xinbo Zhang^*, Xiaoran Jin, Hang Li

* equal contribution

Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning

Zhanming Jie, Wei Lu

Sequence-to-Sequence Pre-training with Unified Modality Masking for Visual Document Understanding

Shuwei Feng, Tianyang Zhan, Zhanming Jie, Trung Quoc Luong, Xiaoran Jin

Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction

Zhanming Jie, Jierui Li, Wei Lu

To be Closer: Learning to Link up Aspects with Opinions

Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu

Better Feature Integration for Named Entity Recognition

Lu Xu, Zhanming Jie, Wei Lu, Lidong Bing

ENT-DESC: Entity Description Generation by Exploring Knowledge Graph

Liying Cheng, Dekun Wu, Lidong Bing, Yan Zhang, Zhanming Jie, Wei Lu, Luo Si

Overview of the NLPCC 2020 Shared Task: AutoIE

Xuefeng Yang, Benhong Wu, Zhanming Jie, Yunfeng Liu

Dependency-Guided LSTM-CRF for Named Entity Recognition

Zhanming Jie, Wei Lu

Better Modeling of Incomplete Annotations for Named Entity Recognition

Zhanming Jie, Pengjun Xie, Wei Lu, Ruixue Ding, Linlin Li

Dependency-based Hybrid Trees for Semantic Parsing

Zhanming Jie, Wei Lu

Matrix Product Operators for Sequence-to-Sequence Learning

Chu Guo, Zhanming Jie, Wei Lu, Dario Poletti

Efficient Dependency-Guided Named Entity Recognition

Zhanming Jie, Aldrian Obaja Muis, Wei Lu

A Cloud-Assisted Framework for Bag-of-Features Tagging in Social Networks

Zhanming Jie, Ming Cheung, James She

Community-Aware Prediction of Virality Timing Using Big Data of Social Cascades

Alvin Junus, Ming Cheung, James She, Zhanming Jie

Connection Discovery Using Big Data of User-Shared Images in Social Media

Ming Cheung, James She, Zhanming Jie

Multilingual Semantic Parsing: Parsing Multiple Languages into Semantic Representations

Zhanming Jie, Wei Lu