Publications
Research in language model agents and reinforcement learning, alongside earlier work in natural language processing, semantic parsing, and knowledge discovery.
15 publications
First-author publications
VACE: Validation-Gated Alternating Co-Evolution of Agent Models and Harnesses
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
Text Classification in the Wild: A Large-Scale Long-Tailed Name Normalization Dataset
Enhancing SPARQL Query Generation for Knowledge Base Question Answering Systems by Learning to Correct Triplets
Other publications
A Century of Knowledge Growth in Sedimentology
Enhancing SPARQL Generation by Triplet-Order-Sensitive Pre-Training
Adapting Knowledge for Few-Shot Table-to-Text Generation
Data-Enhanced Revealing of Trends in Geoscience
Towards Controlled Table-to-Text Generation with Scientific Reasoning
AceMap: Knowledge Discovery through Academic Graph
Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model
Asymmetric Polynomial Loss for Multi-Label Classification
Few-Shot Table-to-Text Generation with Prompt-based Adapter
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization
INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion
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