ENTITY
PolkitBench
PolkitBench
PulseAugur coverage of PolkitBench — every cluster mentioning PolkitBench across labs, papers, and developer communities, ranked by signal.
Total · 30d
2
2 over 90d
Releases · 30d
0
0 over 90d
Papers · 30d
2
2 over 90d
TIER MIX · 90D
TOPICS
SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
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LLMs generate domain-specific language code from natural language prompts
Researchers have introduced Text2DSL, a method for generating code for domain-specific languages (DSLs) from natural language descriptions. They developed the PolkitBench dataset, containing over 4,000 natural-language-…
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Text2DSL enhanced with context-aware distillation and ablation
Researchers have enhanced the Text2DSL system for automatically generating domain-specific language code from natural language. They replaced prompt-only generation with context-aware distillation, incorporating a BNF g…