Malte Pietsch
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech and dialogue systems, Parallel Computing and Optimization Techniques
Most-Cited Works
- COVID-QA: A Question Answering Dataset for COVID-19(2020)
- → Semantic Answer Similarity for Evaluating Question Answering Models(2021)48 cited
- → GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval(2021)30 cited
- → GermanQuAD and GermanDPR: Improving Non-English Question Answering and\n Passage Retrieval(2021)2 cited
- → RichJackson/pytorch-transformers: supporting ablation paper v3(2020)1 cited
- → huggingface/transformers: T5 Model, BART summarization example and reduced memory, translation pipeline(2020)1 cited
- → huggingface/transformers: Trainer, TFTrainer, Multilingual BART, Encoder-decoder improvements, Generation Pipeline(2020)
- → huggingface/transformers: CTRL, DistilGPT-2, Pytorch TPU, tokenizer enhancements, guideline requirements(2019)
- → huggingface/transformers: FlauBERT, MMBT, Dutch model, improved documentation, training from scratch, clean Python code(2020)
- → huggingface/pytorch-transformers: DistilBERT, GPT-2 Large, XLM multilingual models, bug fixes(2019)