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S. Nutanong

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#natural language process... Preprint Nov 2026

NitiBench+: A Temporal Thai Legal Question Answering Benchmark Across 17 Domains

Law changes over time. A court decides a case under the law in force on that day, and legal QA benchmarks grade answers against today's law. We checked 156,650 decisions of four Thai courts. Up to 67% of them cite law that has since been amended or repealed. We introduce NitiBench+, the sequel of our NitiBench, a Thai...

Pawitsapak Akarajaradwong, S. Nutanong, Chompakorn Chaksangchaichot · 0 citations

#natural language process... Preprint Sep 2026

Zero-shot Dependency Parsing with Unsupervised Cross-Lingual Bootstrapping

Pre-trained language models (PLMs) with encoder-based architectures have shown impressive capabilities in zero-shot cross-lingual transfer for various language understanding tasks. However, applying this technique to dependency parsing remains a significant challenge due to its syntactic nature. To boost model generali...

Lalita Lowphansirikul, Attapol Rutherford, Jian Gang Ngui et al. · 0 citations