Papers by Andrei Coman
Collection and Annotation of the Romanian Legal Corpus (2020.lrec-1)
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| Challenge: | Currently, the corpus contains more than 140k documents representing the legislative body of Romania. |
| Approach: | They present a Romanian legislative corpus which is a valuable linguistic asset for machine translation systems. |
| Outcome: | The Romanian legislative corpus contains more than 140k documents representing the legislative body of Romania. |
Strong and Efficient Baselines for Open Domain Conversational Question Answering (2023.findings-emnlp)
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| Challenge: | Current Open Domain Question Answering (ODQA) approaches to reevaluating baselines for efficiency and effectiveness have been limited due to various limitations. |
| Approach: | They propose and evaluate strong yet simple and efficient baselines by introducing a fast reranking component between the retriever and the reader and performing targeted finetuning steps. |
| Outcome: | The proposed method improves the SotA results while reducing the reader’s latency by 60%. |