Gene Louis Kim
Gene Louis Kim has 2 papers in our library, in 2026, most of them on Language models & pretraining, Information extraction, Evaluation & benchmarks; often with Ninareh Mehrabi, Vasanth Sarathy.
OpenAlex · ORCID · h-index 5 · 27 works · 65 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workInformation extraction · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Breaking the Benchmark: Revealing LLM Bias via Minimal Contextual Augmentation (2026)
Widely used fairness benchmarks are public and may have shaped LLM alignment. A model that scores well on them might therefore be fair only on the surface, having picked up benchmark-specific patterns rather than robust behavior. The authors test this with an automatic augmentation pipeline built from three swappable… - Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes (2026)
The paper examines two persistent weaknesses in event detection (ED) research. First, decoder-only LLMs attend only to preceding tokens, which limits the token embeddings they produce for understanding tasks. Second, the field mostly reports Micro-F1, which rewards strong performance on frequent event types and hides…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Language Resources and Evaluation Conference (LREC): LREC 2026
Updated
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