Leading NLP Ninja podcast

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TED Health

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My mission to change the narrative of mental health | Glenn Close 13:44

23 weeks 전13:44

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13:44

Legendary actor and mental health advocate Glenn Close is on a quest to change how we think about mental health, starting with her decision to speak out about her own family's struggles — a brave choice considering the stigma that pervades the topic. This week, we're revisiting this sweeping conversation with TEDWomen curator Pat Mitchell, where Close shares the inspiration behind the advocacy group she founded to combat the crisis, underscoring the transformative power of community and the critical need for comprehensive mental health care systems. Want to help shape TED’s shows going forward? Fill out our survey ! Become a TED Member today at ted.com/join Hosted on Acast. See acast.com/privacy for more information.…

Leading NLP Ninja

시리즈 홈•Feed•퍼블리셔에게 지불하기

Leading NLP Ninjaでは最近のNLP (Natural Language Processing）に関連する論文をjojonkiが短く紹介します．気になったこと・質問・間違い等，フィードバック頂けると嬉しいです．紹介する論文は，基本的に下記の論文まとめから取り上げる予定です． https://github.com/jojonki/arXivNotes/issues Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

52 에피소드

#テクノロジー #jojonki

Leading NLP Ninja

15 subscribers

updated 5년 전

시리즈 홈•Feed•퍼블리셔에게 지불하기

52 에피소드

#テクノロジー #jojonki

모든 에피소드

Leading NLP Ninja

1
ep52(ACL): A Two-Stage Masked LM Method for Term Set Expansion 31:11

5 years 전31:11

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31:11

Masked Language Modelingを活用して語彙拡張を行うTerm Set Expansionの手法を解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/409 サポーターの方も募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep51 (arXiv): XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization 27:27

5 years 전27:27

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27:27

CMUとGoogle Researchによる40言語9タスクによるベンチマークXTREMEを解説しました．Cross-lingualな評価にとても良さそうです．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/400 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep50 (ICLR): ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators 28:01

5 years 전28:01

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28:01

ICLR 2020より，Replaced Token Detectionタスクによる事前学習によってGLUEとSQuADでSOTAを獲得したStanford x Googleのモデルを解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/391 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support…

Leading NLP Ninja

1
ep49 (ICASSP): Looking Enhances Listening: Recovering Missing Speech Using Images 22:10

5 years 전22:10

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22:10

ICASSP 2020より，ビジュアル情報を利用し，マスクされた音声信号を復元できるマルチモーダルASRを解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/384 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep48 (AAAI): Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization 38:33

5 years 전38:33

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리스트

38:33

AAAI 2020より，多言語文埋め込みフレームワークEMUを解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/371 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep47 (ICLR): ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 25:34

5 years 전25:34

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리스트

25:34

ICLR 2020より，factorized embeddingとパラメタ共有によるパラメタ削減及び文順序予測タスクを採用したALBERTを解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/348 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep46: FreeLB: Enhanced Adversarial Training for Language Understanding 24:21

5 years 전24:21

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리스트

24:21

ICLR 2020より，BERT/RoBERTaの埋め込み空間に，敵対摂動を入れるVirtual Adversarial Trainingによって，モデル性能を改善するFreeLBという手法を解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/347 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support…

Leading NLP Ninja

1
ep45: Episodic Memory in Lifelong Language Learning 36:02

6 years 전36:02

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리스트

36:02

NeurIPS 2019よりDeepMindが発表した，様々な異なるタスク（テキスト分類とQA）のデータセットをepisodic memoryを利用して１モデルで学習できる手法を解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/326 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support…

Leading NLP Ninja

1
ep44: 75 Languages, 1 Model: Parsing Universal Dependencies Universally 36:03

6 years 전36:03

나중에 재생

리스트

36:03

第４４回では，多言語で事前学習されたBERTを用いて，多言語でUniversal Dependenciesのタスクを解くモデルを解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/322 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep43: BPE-Dropout: Simple and Effective Subword Regularization 36:45

6 years 전36:45

나중에 재생

리스트

36:45

第４３回では，Byte Pair Encodingを用いたサブワード正則化手法，BPE-dropoutを解説しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/302 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep42: HuggingFace's Transformers: State-of-the-art Natural Language Processing 19:44

6 years 전19:44

나중에 재생

리스트

19:44

第４２回では，HuggingFace社のBERT, GPT-2, RoBERTaなどが気軽に利用できるTransformersフレームワークを紹介しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/295 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep41: A Simple Theoretical Model of Importance for Summarization 45:25

6 years 전45:25

나중에 재생

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45:25

第４１回では，ACL 2019より要約タスクにおける"重要性"をモデル化して，Outstanding Paperを獲得した論文を説明しました．今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/290 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep40: OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs 34:17

6 years 전34:17

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리스트

34:17

第４０回では，ACL 2019よりFacebookのOpenDialKGという知識グラフを探索できる対話推論モデルを解説しました今回紹介した記事はこちらのissueで解説しています． https://github.com/jojonki/arXivNotes/issues/287 サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep39: Conversational Response Re-ranking Based on Event Causality and Role Factored Tensor Event Embedding 26:05

6 years 전26:05

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리스트

26:05

第３９回では，ACL 2019 NLP for Conversational AIのBest Paperから，対話応答生成タスクにおいて，対話履歴と応答候補の因果関係に着目したリランキング手法を提案したモデルを紹介しました．今回紹介した論文はこちらのissueで解説しています． github.com/jojonki/arXivNotes/issues/283 --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

Leading NLP Ninja

1
ep38: Trends in Natural Language Processing: ACL 2019 In Review 23:58

6 years 전23:58

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23:58

第３８回では，Amazonの方のACL 2019の参加レポートを解説しました今回紹介した記事はこちらのissueで解説しています． github.com/jojonki/AI-Post-Notes/issues/2 Podcastのなかで紹介したarxivのメタ情報を簡単にコピペするChrome拡張 https://chrome.google.com/webstore/detail/arxiv-clip/enkadffnndphdjnpjamejdjlcbkkbpmp サポーターも募集中です． https://www.patreon.com/jojonki --- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support…

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