Open Source Repositories

Large Language Models

More Intelligent, More Personalized, More Collaborative Top ⇈

[PerSE] Learning Personalized Alignment for Evaluating Open-ended Text Generation

Danqing Wang, Kevin Yang†‡, Hanlin Zhu†‡, Xiaomeng Yang†, Andrew Cohen†, Lei Li*, Yuandong Tian†
UC Santa Barbara, †Meta AI, ‡UC Berkeley, *Carnegie Mellon University
Website Paper Code Dateset

---

[SALAM] Learning from Mistakes via Cooperative Study Assistant for Large Language Models

Danqing Wang, Lei Li*
UC Santa Barbara, *Carnegie Mellon University
Website Paper Code

AI for Drug design

How to find new drugs and interprete AI-decision? Top ⇈

[RLHEX] Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning

Danqing Wang^*, Antonis Antoniades^*†, Kha-Dinh Luong†, Edwin Zhang^‡, Mert Kosan†, Jiachen Li†, William Yang Wang†, Ambuj Singh†, Lei Li
Carnegie Mellon University, †UC Santa Barbara, ‡Harvard University, Founding
Paper Code

---

[EATLM & ATUE] On Pre-training Language Model for Antibody

Danqing Wang†‡, Fei Ye†, Hao Zhou*
UC Santa Barbara, †ByteDance AI Lab, *Tsinghua University
Website Paper Slides Code Dateset Video

---

[LSSAMP] Accelerating Antimicrobial Peptide Discovery with Latent Structure

Danqing Wang†‡, Zeyu Wen†, Fei Ye†, Lei Li‡, Hao Zhou*,
‡UC Santa Barbara, †ByteDance Research, Huazhong University of Science and Technology, *Tsinghua University
Website Paper Slides Code Video

Text Summarization

Compression is intelligence! Concise & Faithful & Multilingual Top ⇈

[CALMS] Contrastive Aligned Joint Learning for Multilingual Summarization

Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu†, Lei Li
ByteDance AI Lab, †Fudan University
Website Paper Slides Code Dateset Blog

---

[CNewSum] A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level

Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li†
ByteDance AI Lab, †UC Santa Barbara
Website Paper Slides Dateset Blog

---

[HeterSumGraph] Heterogeneous Graph Neural Networks for Extractive Document Summarization

Danqing Wang*, Pengfei Liu*, Yining Zheng, Xipeng Qiu, Xuanjing Huang
Fudan University
Paper Slides Code Video Blog

---

[MULTI-SUM] Exploring Domain Shift in Extractive Text Summarization

Danqing Wang*, Pengfei Liu*, Ming Zhong, Jie Fu, Xipeng Qiu, Xuanjing Huang
Fudan University
Paper Dateset