[Qwen][Qwen-Coder]
, reasoning & CoT [Dater]
, in-context
learning [Deep-thinking]
.
[R²SQL][S²SQL][SUN][STAR][Graphix-T5][BIRD]
and code generation [OctoPack][Lemur]
.
[SPRING]
binyuan.hby [at] alibaba-inc.com
🔥 News
[2024.05] 3 paper got accepted by ACL 2024.
[2024.01] 2 paper got accepted by ICLR 2024 as Spotlight !
[2023.09] 🐦 BIRD-bench got accepted by NeurIPS 2023 as Spotlight !
[2023.08] SIGDIAL Workshop Best Paper Award !
[2023.07] I'm thrilled to announce that I've joined BigCode.
[2023.05] 3 paper got accepted by ACL 2023.
[2023.04] We released , a large-scale language model developed by Alibaba Group.
[2023.04] 1 paper got accepted by SIGIR 2023.
[2022.11] 2 paper got accepted by AAAI 2023.
[2022.11] 🏆 Achieved the 1st rank on The Third Situated Interactive MultiModal Conversations Challenge !
[2022.10] 1 paper got accepted by EMNLP 2022.
[2022.09] Awarded WAIC YunFan Award Rising Stars !
[2022.05] 1 paper got accepted by KDD 2022.
📝 Selected Publications (* = equal contribution | # = I mentored)
Qwen2 Technical Report
An Yang, Baosong Yang, , Bo Zheng, Bowen Yu, Chang Zhou, et al.
Report
PDF
Repo
OctoPack: Instruction Tuning Code Large Language Models
Niklas Muennighoff, Qian Liu, Armel Zebaze, Qinkai Zheng, , Terry Yue Zhuo, Swayam Singh, Xiangru Tang, Leandro von Werra, Shayne Longpre
ICLR 2024 (⭐️Spotlight)
PDF
Code
Lemur: Harmonizing Natural Language and Code for Language Agents
Yiheng Xu*, Hongjin Su*, Chen Xing*, Boyu Mi, Qian Liu, Weijia Shi, , Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng,
Siheng Zhao, Lingpeng Kong, Bailin Wang, Caiming Xiong, Tao Yu
ICLR 2024 (⭐️Spotlight)
PDF
Code
Homepage
Model
Blog
Iterative Forward Tuning Boosts In-context Learning in Language
Models
Jiaxi Yang*, , Min Yang, Binhua Li, Fei Huang,
Yongbin Li
ACL 2024
PDF
Demo
Can LLM Already Serve as A Database Interface? A BIg Bench for
Large-Scale Database Grounded Text-to-SQLs
Jingyang Li*, , Ge Qu*, Binhua Li, Jiaxi Yang,
Bowen Li, Bailin Wang, et al.
NeurIPS 2023 (⭐️Spotlight)
PDF
Code
LeaderBoard
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and
Compositional Experts
Yunshui Li*, , Zhichao Yin, Min Yang, Fei Huang,
Yongbin Li
ACL 2023
PDF
Code
Multimodal Recommendation Dialog with Subjective Preference: A New
Challenge and Benchmark
Yuxing Long*, , Caixia Yuan, Fei Huang, Yongbin Li,
Xiaojie Wang
ACL 2023
PDF
Code
Large Language Models are Versatile Decomposers for Table-based
Reasoning
Yunhu Ye*, , Min Yang, Binhua Li, Fei Huang,
Yongbin Li
Dater surpasses the human performance on Tabfact for the first
time !
SIGIR 2023
PDF
Code
SPRING: Situated Conversation Agent Pretrained with Multimodal
Questions from Incremental Layout Graph
Yuxing Long, , Fulong Ye, Yanyang Li, Zhuoxin Han,
Caixia Yuan, Yongbin Li, Xiaojie Wang
AAAI 2023 (Oral)
PDF
Code
Blog (Chinese)
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for
Text-to-SQL Parsing
Jinyang Li, , Reynold Cheng, Bowen Qin, Chenhao Ma,
Nan Huo, Fei Huang, Luo Si, Yongbin Li
AAAI 2023 (Oral)
PDF
Code
STAR: SQL Guided Pre-training for Context-dependent Text-to-SQL
Parsing
Zefeng Cai*, Xiangyu Li*, , Min Yang, Bowen Li,
Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li
New SOTA performance on SParC
and CoSQL benchmark.
EMNLP 2022
PDF
Code
Blog (Chinese)
ModelScope
Cite
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers
Bowen Qin*, Lihan Wang*, , Bowen Li, Xiangpeng Wei,
Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
Best paper recommonded,
reviewer's score: 5 / 5 / 4
COLING 2022
PDF
Code
Cite
Proton: Probing Schema Linking Information from Pre-trained Language
Models for Text-to-SQL Parsing
Lihan Wang*, Bowen Qin*, , Bowen Li, Min Yang,
Bailin Wang, Binhua Li, Fei Huang, Luo Si, Yongbin Li
KDD 2022
PDF
Code
Cite
S²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder
for Text-to-SQL Parsers
, Ruiying Geng, Lihan Wang, Bowen Qin, Bowen Li, Jian
Sun, Yongbin Li
ACL 2022 Findings
PDF
Code
Cite
R²SQL: Dynamic Hybrid Relation Exploration Network for Cross-Domain
Context-Dependent Semantic Parsing
, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian
Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
AAAI 2021
PDF
Code
Blog (Chinese)
Cite
🖊️ Professional Activities
Area Chair: ACL-24, EMNLP-24.
Program Committee / Reviewer: AAAI-21, EMNLP-21, AAAI-22, ACL-22, EMNLP-23, NAACL-24.
Updated on May, 2024.