← Authors

Bei Chen

41 papers · 2012–2025 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (13) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (81) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (8) 🀝 Dynamic Duo (29) 🧬 Topic Evolution πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (178) ⚑ Prolific Year (6) ❓ The Questioner (4) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (41)

Conferences

EMNLP (13) ACL (10) IJCAI (5) NIPS (4) ICLR (3) IJCNLP (3) AAAI (2) AISTATS (1)

Top co-authors

Jian-Guang Lou (29) Qian Liu (17) Dongmei Zhang (14) Zeqi Lin (13) Weizhu Chen (7) Nanning Zheng (6) Shengnan An (6) Bin Zhou (6) Qiang Fu (5) Yan Gao (5)

Research topics

Applications (1)

Keywords

semantic parsing (9) large language model (6) natural language understanding (5) code generation (4) language model (3) follow-up query analysis (3) few-shot learning (3) compositional generalization (3) follow-up query (2) context-dependent parsing (2) query analysis (2) pre-trained language model (2) comparison relation (2) adjective-noun phrasing (2) in-context learning (2) retrieval-augmented generation (2) multimodal learning (2) markov chain (2) natural language interface (2) code completion (1)

Papers

Generative Frame Sampler for Long Video Understanding ACL 2025
Aria-UI: Visual Grounding for GUI Instructions ACL 2025
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding NIPS 2024
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework ICLR 2023
CodeT: Code Generation with Generated Tests ICLR 2023
Skill-Based Few-Shot Selection for In-Context Learning EMNLP 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
Reducing cohort bias in natural language understanding systems with targeted self-training scheme ACL 2023
Question Answering as Programming for Solving Time-Sensitive Questions EMNLP 2023
Reasoning Like Program Executors EMNLP 2022
Unsupervised training data re-weighting for natural language understanding with local distribution approximation EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
CERT: Continual Pre-training on Sketches for Library-oriented Code Generation IJCAI 2022
TAPEX: Table Pre-training via Learning a Neural SQL Executor ICLR 2022
Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction ACL 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022
AdapterShare: Task Correlation Modeling with Adapter Differentiation EMNLP 2022
Learning Algebraic Recombination for Compositional Generalization IJCNLP 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization AAAI 2021
Learning Algebraic Recombination for Compositional Generalization ACL 2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021
β€œWhat Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception ACL 2020
Compositional Generalization by Learning Analytical Expressions NIPS 2020
A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data IJCAI 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
Incomplete Utterance Rewriting as Semantic Segmentation EMNLP 2020
FANDA: A Novel Approach to Perform Follow-Up Query Analysis 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 EMNLP 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL EMNLP 2019
Depth-First Proof-Number Search with Heuristic Edge Cost and Application to Chemical Synthesis Planning NIPS 2019
A Split-and-Recombine Approach for Follow-up Query Analysis IJCNLP 2019
Central Limit Theorems for Conditional Markov Chains AISTATS 2013
Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions NIPS 2012