← Authors

Jiaqi Guo

23 papers · 2018–2024 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (57) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (6) 🀝 Dynamic Duo (19) 🧬 Topic Evolution πŸ’Ž Century Club (23) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (89) ❓ The Questioner πŸ”₯ Unstoppable (7)

Conferences

ACL (6) EMNLP (5) ICCV (2) IJCAI (2) IJCNLP (2) INTERSPEECH (2) CVPR (1) ICLR (1) MIDL (1) NIPS (1)

Top co-authors

Jian-Guang Lou (19) Dongmei Zhang (10) Qian Liu (9) Ting Liu (7) Yan Gao (5) Shizhao Sun (4) Bei Chen (3) Tao Xie (3) Zijiang Yang (3) Bin Zhou (3)

Keywords

semantic parsing (10) layout generation (4) meaning representation (2) logical form (2) question answering (2) intermediate representation (2) large language model (2) graphic design (2) neural network (2) model robustness (1) natural language generation (1) in-context learning (1) symbolic reasoning (1) prompt engineering (1) image classification (1) knowledge distillation (1) adversarial training (1) weakly supervised learning (1) adversarial robustness (1) language identification (1)

Papers

BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation ACL 2024
LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction CVPR 2023
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions ICCV 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models ICCV 2023
Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes MIDL 2023
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022
Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing EMNLP 2022
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation ACL 2022
TAPEX: Table Pre-training via Learning a Neural SQL Executor ICLR 2022
Translating Headers of Tabular Data: A Pilot Study of Schema Translation EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing ACL 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing IJCNLP 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL IJCNLP 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021
Bi-Encoder Transformer Network for Mandarin-English Code-Switching Speech Recognition Using Mixture of Experts INTERSPEECH 2020
Benchmarking Meaning Representations in Neural Semantic Parsing EMNLP 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context IJCAI 2020
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task IJCAI 2020
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL 2019
Joint Decoding of CTC Based Systems for Speech Recognition INTERSPEECH 2019
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018