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https://www.um.edu.mt/library/oar/handle/123456789/22376| Title: | LCT-MALTAs submission to RepEval 2017 shared task |
| Authors: | Trong Vu, Hoa Pham, Thuong-Hai Bai, Xiaoyu Tanti, Marc van der Plas, Lonneke Gatt, Albert |
| Keywords: | Reference (Linguistics) Natural language processing (Computer science) Corpora (Linguistics) Linguistic analysis (Linguistics) |
| Issue Date: | 2017 |
| Publisher: | Association for Computational Linguistics |
| Citation: | Trong Vu, H., Pham, T-H., Bai, X., Tanti, M., Van der Plas, L., & Gatt, A. (2017). LCT-MALTA's submission to RepEval 2017 shared Task. 2nd Workshop on Evaluating Vector Space Representations for NLP, Copenhagen. 56-60. |
| Abstract: | We present in this paper our team LCTMALTA’s submission to the RepEval 2017 Shared Task on natural language inference. Our system is a simple system based on a standard BiLSTM architecture, using as input GloVe word embeddings augmented with further linguistic information. We use max pooling on the BiLSTM outputs to obtain embeddings for sentences. On both the matched and the mismatched test sets, our system clearly beats the shared task’s BiLSTM baseline model. |
| URI: | https://www.um.edu.mt/library/oar//handle/123456789/22376 |
| Appears in Collections: | Scholarly Works - InsLin |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| document(1).pdf | 100.69 kB | Adobe PDF | View/Open |
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