Joydeep Mondal
2023
VACASPATI: A Diverse Corpus of Bangla Literature
Pramit Bhattacharyya
|
Joydeep Mondal
|
Subhadip Maji
|
Arnab Bhattacharya
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
LSJSP at SemEval-2023 Task 2: FTBC: A FastText based framework with pre-trained BERT for NER
Shilpa Chatterjee
|
Leo Evenss
|
Pramit Bhattacharyya
|
Joydeep Mondal
Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
This study introduces the system submitted to the SemEval 2022 Task 2: MultiCoNER II (Multilingual Complex Named Entity Recognition) by the LSJSP team. We propose FTBC, a FastText-based framework with pre-trained Bert for NER tasks with complex entities and over a noisy dataset. Our system achieves an average of 58.27% F1 score (fine-grained) and 75.79% F1 score (coarse-grained) across all languages. FTBC outperforms the baseline BERT-CRF model on all 12 monolingual tracks.
Search