agentic language models 1knowledge base question answering 1schema-aware grounding 1semantic parsing 1text-to-sparql generation 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
SAGA: Schema-Aware Grounding for Agentic Text-to-SPARQL Generation
Yiming Zhang, Koji Tsuda
The paper introduces SAGA, a training‑free framework that uses schema constraints to guide the grounding of natural‑language questions into SPARQL queries, improving the accuracy o…
cs.LG2025
Exploring Protein Language Model Architecture-Induced Biases for Antibody Comprehension
Mengren, Liu, Yixiang Zhang +2
Recent advances in protein language models (PLMs) have demonstrated remarkable capabilities in understanding protein sequences. However, the extent to which different model archite…
cs.LG2025
NbBench: Benchmarking Language Models for Comprehensive Nanobody Tasks
Yiming Zhang, Koji Tsuda
Nanobodies -- single-domain antibody fragments derived from camelid heavy-chain-only antibodies -- exhibit unique advantages such as compact size, high stability, and strong bindin…