conftrace_

Lukas Thoma

3 papers · 2023–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

EMNLP (2) CoNLL (1)

Top co-authors

Benjamin Roth (3) Loris Schoenegger (2) Erion Çano (1) Ivonne Weyers (1) Alexander Tampier (1) Jutta L Mueller (1) Terra Blevins (1) Stefan Schweter (1)

Research topics

Machine Learning (2) Natural Language Processing (1) Application Areas (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

curriculum learning (1) data augmentation (1) synthetic data generation (1) data selection (1) low-resource scenario (1) influence estimation (1) language model pretraining (1) model-centric difficulty (1) statistical processing (1)

Papers

Influence-driven Curriculum Learning for Pre-training on Limited Data EMNLP 2025 RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios EMNLP 2025 CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs CoNLL 2023