1 citations · 3 across the 9 of their papers we have counts for
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Retrieval-Augmented Semantic Parsing: Improving Generalization with Lexical Knowledge
Xiao Zhang, Qianru Meng, Johan Bos
Open-domain semantic parsing remains a challenging task, as neural models often rely on heuristics and struggle to handle unseen concepts. In this paper, we investigate the potenti…
Combining Retrieval and Classification: Balancing Efficiency and Accuracy in Duplicate Bug Report Detection
Qianru Meng, Xiao Zhang, Guus Ramackers +1
In the realm of Duplicate Bug Report Detection (DBRD), conventional methods primarily focus on statically analyzing bug databases, often disregarding the running time of the model.…
Neural Semantic Parsing with Extremely Rich Symbolic Meaning Representations
Xiao Zhang, Gosse Bouma, Johan Bos
Current open-domain neural semantics parsers show impressive performance. However, closer inspection of the symbolic meaning representations they produce reveals significant weakne…
PMB5: Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks
Xiao Zhang, Chunliu Wang, Rik van Noord +1
The Parallel Meaning Bank (PMB) serves as a corpus for semantic processing with a focus on semantic parsing and text generation. Currently, we witness an excellent performance of n…