Natural Language Processing (course)
Report received (via e-mail)
- 13103586, 13103891, 14316884, 15312389, 15313789, 15314285, 15315282, 15316486, 15316682
Lecturer: Kazuhide Yamamoto
Slides and Links
- (13) Text mining and conclusion
- (12) Machine translation (2)
- (11) Machine translation (1)
- http://en.wikipedia.org/wiki/Machine_translation
- http://en.wikipedia.org/wiki/History_of_machine_translation
- http://en.wikipedia.org/wiki/Dictionary-based_machine_translation
- http://en.wikipedia.org/wiki/Interlingual_machine_translation
- http://en.wikipedia.org/wiki/Languages_of_the_European_Union
- http://en.wikipedia.org/wiki/Esperanto
- (10) Summarization
- 徳島発！「AI要約サービス」
- 自然言語処理によるテキスト自動要約
- (9) Language generation
- 日本経済新聞 決算サマリー（Beta）
- ウェザーニューズがAIで天気予報原稿を代筆、今夏からテレビ局に配信
- 私のブックマーク「視覚と自然言語の融合研究（Integrating Vision and Language）」
- (8) Language resources
- (7) Discourse
- (6) Semantics
- (5) Grammar and parsing (2) / chart parsing process
- (4) Grammar and parsing (1)
- http://en.wikipedia.org/wiki/Grammar
- http://en.wikipedia.org/wiki/Phrase_structure_grammar
- http://en.wikipedia.org/wiki/Chomsky_hierarchy
- http://en.wikipedia.org/wiki/Finite_state_machine
- http://en.wikipedia.org/wiki/Case_grammar
- http://en.wikipedia.org/wiki/Agglutinative_language
- http://en.wikipedia.org/wiki/Isolating_language
- (3) Morphological analysis (2)
- Example sentences generated by 0-gram / 1-gram / 2-gram / 3-gram
- http://en.wikipedia.org/wiki/Part-of-speech_tagging
- http://en.wikipedia.org/wiki/Bayes%27_theorem
- http://en.wikipedia.org/wiki/N-gram
- http://en.wikipedia.org/wiki/Hidden_Markov_model
- http://en.wikipedia.org/wiki/Text_corpus
- All Our N-gram are Belong to You / 大規模日本語 n-gram データの公開
- AI同士が「直接対決」 ロボットの未来について議論
- グーグル、中国で技術者採用進める AI開発へ
- (2) Morphological analysis (1)
- http://en.wikipedia.org/wiki/Morpheme
- http://en.wikipedia.org/wiki/Lattice_%28order%29
- http://en.wikipedia.org/wiki/Depth-first_search
- http://en.wikipedia.org/wiki/Breadth-first_search
- http://en.wikipedia.org/wiki/Backtracking
- http://en.wikipedia.org/wiki/Heuristics
- http://en.wikipedia.org/wiki/Viterbi_algorithm
- (1) Introduction
Form
Notes
- This course is held once in two years, at the second (=autumn) semester.
- All materials, including presentation slides and tasks for assessment, are written in English so that non-Japanese speaker can take this course. I will speak at the class English and/or Japanese, depending on participants of the course.
- All graduate students are welcome, including those from other departments and non-Japanese speakers. I would be very pleased if you have an interest in this research field.