English-Lexicalized-Text-Substituion:SemEval 任务 2007
英语词汇化文本替换
Akanksha 和我做了这个项目，作为自然语言处理课程和图形模型的一部分。 英语词汇化替换任务 ( ) 是在 SEMEVAL-2007 中引入的。 在那之后，很多人都在研究这个有趣的问题。
我们通过探索句子的分布语义来完成这项任务。 我们的结果非常令人印象深刻。 我们已经能够为评估指标之一实现最先进的数字。
然后我们也从图形模型的角度解决了这个问题。 然后我们还比较了这两种方法的结果。
有关详细信息，请参阅 pdf。
如何测试。
您需要安装 DISSECT TOOLkit 来测试它。
python ./scripts/dissect_model_tester.py --pkl_file ./data/1_lemma_pos.pkl --xml_input ./TaskTestData/test/lexsub_test_cleaned.xml --top_f
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