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Victor Zhong — most-cited papers & profile · Large Language Models
← authors
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overview
Victor Zhong
10
papers ·
1620
citations ·
0
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
2017 · 788 citations
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
2017 · 788 citations
Improving Intrinsic Exploration with Language Abstractions
2022 · 16 citations
RTFM: Generalising to Novel Environment Dynamics via Reading
2019 · 15 citations
Improving Policy Learning via Language Dynamics Distillation
2022 · 5 citations
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
2024 · 5 citations
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
2024 · 2 citations
Policy Improvement using Language Feedback Models
2024 · 1 citations
Atomic Skills are the Prerequisite: When Reinforcement Learning Synthesizes Compositional Reasoning, and When It Only Amplifies
2025
How Well Can Llms Provide Planning Feedback In Grounded Environments?
2025
Topics
Model-Based RL
Meta-RL
Code Generation
RLHF & Alignment
Policy Gradient
Exploration
Code Models
Embodied & Agents
Vision-Language Models
Code Translation