← Authors

Jian-Guang Lou

75 papers · 2018–2025 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (121) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (29) πŸ† Grand Slam πŸ”¬ Deep Specialist (13) πŸ† Keyword Champion (2) πŸš€ Conference Pioneer ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (259) πŸ“ˆ Trend Setter ❓ The Questioner (6) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (75)

Conferences

EMNLP (25) ACL (16) IJCNLP (7) NIPS (7) AAAI (6) IJCAI (5) ICLR (4) ICCV (2) CVPR (1) ICML (1) NAACL (1)

Top co-authors

Bei Chen (29) Dongmei Zhang (28) Qian Liu (25) Yan Gao (21) Jiaqi Guo (19) Zeqi Lin (17) Weizhu Chen (11) Bin Zhou (8) Ting Liu (8) Shengnan An (8)

Keywords

semantic parsing (22) large language model (15) code generation (7) question answering (6) natural language understanding (5) compositional generalization (5) layout generation (5) neural network (5) logical form (4) prompt engineering (4) cross-lingual transfer (4) in-context learning (4) language model (4) graphic design (3) neural semantic parser (3) meaning representation (3) pre-trained language model (3) table question answering (3) zero-shot learning (3) few-shot learning (3)

Papers

Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct ICLR 2025
E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL 2024
Automatic Instruction Evolving for Large Language Models EMNLP 2024
Make Your LLM Fully Utilize the Context NIPS 2024
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena NIPS 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024
AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024
Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks EMNLP 2024
Re-Reading Improves Reasoning in Large Language Models EMNLP 2024
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models ICCV 2023
Uncovering and Quantifying Social Biases in Code Generation NIPS 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing AAAI 2023
Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023
Large Language Models Meet NL2Code: A Survey ACL 2023
How Do In-Context Examples Affect Compositional Generalization? ACL 2023
Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023
Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023
TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction CVPR 2023
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023
Question Answering as Programming for Solving Time-Sensitive Questions EMNLP 2023
Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions ICCV 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework ICLR 2023
CodeT: Code Generation with Generated Tests ICLR 2023
Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing EMNLP 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
AdapterShare: Task Correlation Modeling with Adapter Differentiation EMNLP 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 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
Coarse-to-Fine Generative Modeling for Graphic Layouts AAAI 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training NIPS 2022
CERT: Continual Pre-training on Sketches for Library-oriented Code Generation IJCAI 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Reasoning Like Program Executors EMNLP 2022
TWT: Table with Written Text for Controlled Data-to-Text Generation EMNLP 2021
Translating Headers of Tabular Data: A Pilot Study of Schema Translation EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL IJCNLP 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering IJCNLP 2021
Iterative Utterance Segmentation for Neural Semantic Parsing AAAI 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization AAAI 2021
Learning Algebraic Recombination for Compositional Generalization IJCNLP 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 ACL 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL 2021
Learning Algebraic Recombination for Compositional Generalization ACL 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing ACL 2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021
Incomplete Utterance Rewriting as Semantic Segmentation EMNLP 2020
Compositional Generalization by Learning Analytical Expressions NIPS 2020
Hierarchical Poset Decoding for Compositional Generalization in Language NIPS 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
You Impress Me: Dialogue Generation via Mutual Persona Perception ACL 2020
Benchmarking Meaning Representations in Neural Semantic Parsing EMNLP 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020
UniTrans : Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data IJCAI 2020
β€œWhat Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 2020
FANDA: A Novel Approach to Perform Follow-Up Query Analysis AAAI 2019
Data-Anonymous Encoding for Text-to-SQL Generation EMNLP 2019
Leveraging Web Semantic Knowledge in Word Representation Learning AAAI 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL IJCNLP 2019
A Split-and-Recombine Approach for Follow-up Query Analysis IJCNLP 2019
Data-Anonymous Encoding for Text-to-SQL Generation IJCNLP 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL EMNLP 2019
A Split-and-Recombine Approach for Follow-up Query Analysis EMNLP 2019
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018