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index.qmd
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---
title: "計算語言學與語言學理論"
tbl-colwidths: [5,8,8,8,8,8,8,8,8,8]
---
::: column-screen-inset-right
| 週次 | 日期 | 主題 | 預習 📖 | 投影片 | 助教課 | 課堂練習 | 作業 |
|:-----:|-------|-------|:-----------------------:|:-----:|:-----:|:-----:|:-----:|
| [1](/weeks/week-1.html) | 02/23 | 課程導論 | | [orientation](/weeks/week-1.html) | | |
| [2](/weeks/week-2.html) | 03/02 | 計算語言學導論 | | [w2](/weeks/week-2.html) | [slides](/labs/Week2_spaCy.pdf) | [colab](https://colab.research.google.com/drive/1EJ7_Gc4M6xlf5lmDz4og-Y1qw56i5eDv#scrollTo=2bgNFiH0hbch) | [HW1](https://classroom.github.com/a/dSlccwZi), [HW1_Ans](https://colab.research.google.com/drive/1z_Fo3o223I-QPO8Kh86kWrREHy2Q2pmy) |
| [3](/weeks/week3.html) | 03/09 | 計算構詞與詞彙 (1) | [slp3-02](https://web.stanford.edu/~jurafsky/slp3/2.pdf) | [w3](/weeks/week3.html) | [slides](/labs/Week3_%EF%BC%B7ord_Segmentation.pdf) | [colab](https://colab.research.google.com/drive/1Oj_BsykCk4J7R9xYO2HJa7WTuwb04679#scrollTo=iSE-OZ0cCiR5) | [HW2](https://classroom.github.com/a/nxTCYAiT), [HW2_Ans](https://colab.research.google.com/drive/13aQu0WbP_sQ_ulN6X6wPIbjaZE1hHwqK?usp=share_link) |
| [4](/weeks/week4.html) | 03/16 | 計算構詞與詞彙 (2) | [slp3-23](https://web.stanford.edu/~jurafsky/slp3/23.pdf) | [w4](/weeks/week4.html) | | [colab](https://colab.research.google.com/drive/1zZoQJThyTQ3nhaRacduQADe65BKRABeM#scrollTo=2TSEGJJ3VH9L) | [HW3](https://classroom.github.com/a/jVgzCvnw), [HW3_Ans](https://colab.research.google.com/drive/1FlhbrxD461XE4SbvJ7H5gPyknrij27KB?usp=sharing) |
| [5](/weeks/week5.html) | 03/23 | 計算構詞與詞彙 (3) | [slp3-21](https://web.stanford.edu/~jurafsky/slp3/21.pdf) | [w5](/weeks/week5.html) | [guidline](/labs/Week5_annotation_guideline.pdf) | [colab](https://colab.research.google.com/drive/1swk4bXnxaKcCLMhTTaWfLNFlMEjJBA9y), [gsheet](https://docs.google.com/spreadsheets/d/1VRfZ-1amB4-6D1-usWHM3TlvSoPs76fa9buQm6riyyc/edit?usp=share_link) | [HW4](https://classroom.github.com/a/BjFsW7Qv), [HW4_Ans](https://docs.google.com/spreadsheets/d/1duMC4TYCkL7sExoBPlIEwS9eo5Uq6s8Ue1Us1_ZL7wY/edit?usp=share_link) |
| [6](/weeks/week6.html) | 03/30 | 計算構詞與詞彙 (4) | [slp3-25](https://web.stanford.edu/~jurafsky/slp3/25.pdf) | [w6](/weeks/week6.html) | | [colab](https://colab.research.google.com/drive/1ACzdKa8eVmqPpNQrBvTVavP-CF4yfgwB#scrollTo=6s64iSitULUv) | [HW5](https://classroom.github.com/a/ZrbLxGAS), [HW5_Ans](https://colab.research.google.com/drive/1Xjs0TgE564gih3ql8tQcSh5vLAr7eAIB?usp=share_link) |
| [7](/weeks/week7.html) | 04/06 | 句法理論與剖析器 | [slp3-18](https://web.stanford.edu/~jurafsky/slp3/18.pdf); [(Linzen and Baroni, 2021)](/supplemental/linzen2020.pdf) | [w7](/weeks/week7.html) | [slides](labs/Week7_Transition-Based_Dependency_Parsing.pdf) | | [HW6](https://classroom.github.com/a/PQeO4Wji), [HW6_Ans](https://colab.research.google.com/drive/1ik4RZ_Hb_FInK8NSiCB_3o_WGX3Su9P_?usp=share_link) |
| [8](/weeks/week8.html) | 04/13 | 認知語法與計算 | [cognitive linguistics meets computational linguistics](https://www.degruyter.com/document/doi/10.1515/9783110687279/html#contents) | [w8](/weeks/week8.html) | [slides](labs/Week8_Construction.pdf) | [colab](https://colab.research.google.com/drive/1WEoZgjWhTVLj8aTiOe8i9uWCC41pyUds#scrollTo=evBI2EJGtdzu) | [HW7](https://classroom.github.com/a/0UQbIxhE), [HW7_Ans](https://colab.research.google.com/drive/1RQ6G1ATO6-7U9Y2NYwyWN8Mv0ssJTh_e?usp=drive_link) | | | | |
| [9](/weeks/week9.html) | 04/20 | 語意表徵 (1): 分佈向量語意 | [slp3-06](https://web.stanford.edu/~jurafsky/slp3/6.pdf) | [w9](/weeks/week9.html) | [slides](labs/Week9_Embeddings.pdf) | [colab](https://colab.research.google.com/drive/1WiX9b1uMp5fb0mQ3e2rHd2FV36COYFC7) | [HW8](https://classroom.github.com/a/AbXkxk-N), [HW8_Ans](https://colab.research.google.com/drive/1pzVyHyV1_0Hqc0GKhitdNdXTUw_14Uxi?usp=drive_link) |
| [10](/weeks/week-10.html) | 04/27 | 語意表徵 (2): Neural Language Models and Pre-trained LLMs | [slp3-10](https://web.stanford.edu/~jurafsky/slp3/10.pdf) | | [slides](labs/Week10_Bert.pdf) | [colab](https://colab.research.google.com/drive/1ShX8a2SEgv-y8OKmxTitg7vhn4r6wFXC#scrollTo=SWgMuOko3gUI) | [HW9](https://classroom.github.com/a/qvzW_V-W), [HW9_Ans](https://colab.research.google.com/drive/1WRuJ-NWAgdt2m3zVMsfEpFs2MFlDknRh?usp=drive_link) |
| [11](/weeks/week-11.html) | 05/04 | 語意表徵 (3): Prompt and Instruction Learning | [slp3-11](https://web.stanford.edu/~jurafsky/slp3/11.pdf) | | | | |
| [12](/weeks/week-12.html) | 05/11 | 語意表徵 (4): Prompt Engineering and LLM-based applications | | | [slides](labs/Week12_PreBakeoff.pdf) | [colab](https://colab.research.google.com/drive/1X3LIhj7SMx0Qm-s5GrDgN6uLz0kVvugM?usp=share_link) | |
| [13](/weeks/week-13.html) | 05/18 | Bakeoff (LLMs and LangChain practice) | |[Bakeoff slides](https://docs.google.com/presentation/d/1DXtS7LYHm4YtkzDCmhXurRuZWlRFLROO8De02ABWv_Y/edit?usp=sharing) | [PTT data](https://drive.google.com/drive/folders/1GMysmgHZTr9WCdD6Cdk6w03BxjAbUWjx?usp=sharing) | | |
| [14](/weeks/week-14.html) | 05/25 | 語音、多模態與言談分析 + 業師演講 | [slp3-15](https://web.stanford.edu/~jurafsky/slp3/15.pdf); [slp3-28](https://web.stanford.edu/~jurafsky/slp3/28.pdf) | | | |
| [15](/weeks/week-15.html) | 06/01 | 綜合討論 | | | | | |
| [16](/weeks/week-16.html) | 06/08 | 期末報告 | | | | | |
| | | | | | | | |
:::
```{r echo = FALSE}
knitr::knit_exit()
```
| | | | Prepare | Slides | AE | Labs | HW | Exam | Project |
|-----|-----|-----|:---:|:---:|:---:|:---------------------------:|:---:|:---:|:---:|
| Week | Date | Topic | 📖 | 🖥️ | 📋 | [💻](https://sakai.duke.edu/samigo-app/servlet/Login?id=6fa7ebf3-01af-42a6-91ba-3e813d3901221641094171786) | ✍️ | ✅ | 📂 |