Researcher profile

Christian Bauckhage

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization

2022 · arXiv (Cornell University)

We tackle the problem of aligning pre-trained large language models (LMs) with human preferences. If we view text generation as a sequential decision-making problem, reinforcement learning (RL) appears to be a natural conceptual framework. However, …
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents

2022

We introduce KPI-EDGAR, a novel dataset for Joint Named Entity Recognition and Relation Extraction building on financial reports uploaded to the Electronic Data Gathering, Analysis, and Retrieval (EDGAR) system, where the main objective is to …