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## CS288: Updated NLP Course Projects Spring 2021 Assignments for updated NLP course [email protected] Tasks: a1: An improved, efficient Kneser-Ney trigram language model. a2: Phrase-Based Decoding implementing 4 distinctive models. - Decoding monotonic beam-search without the language model - Monotonic beam search with integrated trigram language model - Beam search that implements limited distortion - Final model is under development a3: Word-based alignment model. - Implemented heuristic aligner - IBM model 1 aligner with hard EM and soft EM implementations - Constructed HMM aligner a4: Semantic parser and classifier (to-be-processed shortly)
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Remastered course projects from CS288: Statistical Natural Language Processing with focus on machine translations, language modeling, encoding, and alignment.
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