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Deep semantic annotation of video contents

Research Project

Project/Area Number 17H01831
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Library and information science/Humanistic social informatics
Research InstitutionWaseda University

Principal Investigator

Hayashi Yoshihiko  早稲田大学, 理工学術院, 教授(任期付) (80379156)

Co-Investigator(Kenkyū-buntansha) 加藤 恒昭  東京大学, 大学院総合文化研究科, 教授 (60334299)
小川 哲司  早稲田大学, 理工学術院, 教授 (70386598)
植木 一也  明星大学, 情報学部, 准教授 (80580638)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥16,250,000 (Direct Cost: ¥12,500,000、Indirect Cost: ¥3,750,000)
Fiscal Year 2020: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2019: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2018: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Keywords情報資源の構築・管理 / 動画 / 意味的注釈 / シーングラフ生成 / キャプション生成 / 動詞意味論 / 語彙意味関係 / オントロジー / 動作・動作記述生成 / コモンセンス知識 / 動作の意味論 / 機械学習 / 動作キャプション
Outline of Final Research Achievements

To enable an advanced retrieval system or an intelligent knowledge extraction system that deals with a large set of video contents, it is essential to semantically annotate them adequately. Towards this ultimate goal, this study researched fundamental technologies that combine vision and language technologies. More specifically, we have developed an effective yet efficient scene graph generation systems and an action captioning system. Empirical results show that the resulting systems generally performed better than the comparative systems. These systems respectively achieve information structure adequate for computer processing and for human consumption.

Academic Significance and Societal Importance of the Research Achievements

動画コンテンツは継続的に増加しており,これらのコンテンツに対する高度なアクセス手段の提供や,コンテンツから有用な情報や知識を抽出機能が求められている.本研究の成果は,このような機能・システムを実現するための基盤技術として活用することが可能である.開発した技術は,映像・画像情報と言語情報を統合的に利用するものであり,マルチメディア・マルチモーダル情報処理技術の高度化に寄与しうる.

Report

(5 results)
  • 2021 Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (93 results)

All 2022 2021 2020 2019 2018 2017

All Journal Article (5 results) (of which Peer Reviewed: 3 results,  Open Access: 3 results) Presentation (84 results) (of which Int'l Joint Research: 33 results,  Invited: 2 results) Book (4 results)

  • [Journal Article] Learning Bidirectional Translation between Descriptions and Actions with Small Paired Data2022

    • Author(s)
      Toyoda Minori、Suzuki Kanata、Mori Hiroki、Hayashi Yoshihiko、Ogata Tetsuya
    • Journal Title

      Arxiv

      Volume: arXiv:2203.04218 Pages: 1-8

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Embodying Pre-Trained Word Embeddings Through Robot Actions2021

    • Author(s)
      Toyoda Minori、Suzuki Kanata、Mori Hiroki、Hayashi Yoshihiko、Ogata Tetsuya
    • Journal Title

      IEEE Robotics and Automation Letters

      Volume: 6 Issue: 2 Pages: 4225-4232

    • DOI

      10.1109/lra.2021.3067862

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Zero-Shot Video Retrieval from a Query Phrase Including Multiple Concepts —Efforts and Challenges in TRECVID AVS Task—2018

    • Author(s)
      UEKI Kazuya、HIRAKAWA Koji、KIKUCHI Kotaro、KOBAYASHI Tetsunori
    • Journal Title

      Journal of the Japan Society for Precision Engineering

      Volume: 84 Issue: 12 Pages: 983-990

    • DOI

      10.2493/jjspe.84.983

    • NAID

      130007534741

    • ISSN
      0912-0289, 1882-675X
    • Year and Date
      2018-12-05
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Spoken Dialogue System for Enabling Information Behavior of Various Intention Levels2018

    • Author(s)
      Takatsu Hiroaki、Fukuoka Ishin、Fujie Shinya、Hayashi Yoshihiko、Kobayashi Tetsunori
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 33 Issue: 1 Pages: DSH-C_1-24

    • DOI

      10.1527/tjsai.DSH-C

    • NAID

      130006588889

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 言語学とAI2017

    • Author(s)
      林 良彦
    • Journal Title

      人工知能学会誌

      Volume: 32

    • Related Report
      2017 Annual Research Report
  • [Presentation] Towards the Detection of a Semantic Gap in the Chain of Commonsense Knowledge Triples2022

    • Author(s)
      Yoshihiko Hayashi
    • Organizer
      LREC 2022 (accepted)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluating the Effects of Embedding with Speaker Identity Information in Dialogue Summarization2022

    • Author(s)
      Yuji Naraki, Tetsuya Sakai, Yoshihiko Hayashi
    • Organizer
      LREC 2022 (accepted)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 言語と動作の統合表現獲得による双方向変換2022

    • Author(s)
      豊田みのり, 林 良彦, 鈴木彼方, 尾形哲也
    • Organizer
      言語処理学会第28回年次大会 (NLP2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 要約の生成過程を考慮した弱教師あり学習による生成型要約のエラー検出2022

    • Author(s)
      高塚雅人, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第28回年次大会 (NLP2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] グラフ表現による文章の構造情報を用いた機械読解2022

    • Author(s)
      小坂直輝, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第28回年次大会 (NLP2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval2021

    • Author(s)
      Kazuya Ueki
    • Organizer
      ICMLA 2021
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Waseda_Meisei_SoftBank at TRECVID 2021: Ad-hoc Video Search2021

    • Author(s)
      Kazuya Ueki, Takayuki Hori, Yongbeom Kim, Yuma Suzuki
    • Organizer
      TRECVID 2021 Workshop
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] TRECVID映像検索ベンチマーク:AVSタスクへの6年間の挑戦と技術の進歩2021

    • Author(s)
      植木一也
    • Organizer
      ビジョン技術の実利用ワークショップ (ViEW2021)
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 意思決定支援のための解釈可能な映像監視システムの開発フローと繁殖牛の分娩予兆検知への応用2021

    • Author(s)
      兵頭亮介,斎藤奨,中野鐵兵,小川哲司
    • Organizer
      第24回画像の認識・理解シンポジウム (MIRU2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 測の不一致に基づく深層学習モデルの不確実性推定とクラウドソーシングを用いた映像監視への応用2021

    • Author(s)
      松永直輝,斎藤奨,中野鐵兵,小川哲司
    • Organizer
      第24回画像の認識・理解シンポジウム (MIRU2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 同時機械翻訳のための文脈を考慮したセグメントコーパス2021

    • Author(s)
      中林明子, 加藤恒昭
    • Organizer
      言語処理学会第27回年次大会 (NLP2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 単語の重要度に応じてパラメタ数可変な単語分散表現の学習2021

    • Author(s)
      露木浩章, 小川哲司, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第27回年次大会 (NLP2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] コモンセンス知識を利用した物語中の登場人物の感情推定2021

    • Author(s)
      田辺ひかり, 小川哲司, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第27回年次大会 (NLP2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 抽出型要約の書き換えによる要約生成2021

    • Author(s)
      高塚雅人, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第27回年次大会 (NLP2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 雑談対話システムにおけるユーザーからの返答を考慮した発話生成2021

    • Author(s)
      小堀智さと, 小林哲則, 林 良彦
    • Organizer
      人工知能学会第91回 言語・音声理解と対話処理研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] グラフによるテキスト表現の機械読解における適用性評価2021

    • Author(s)
      小坂直輝, 小林哲則, 林 良彦
    • Organizer
      2021年度人工知能学会全国大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 対話要約における話者情報を持つEmbeddingの効果2021

    • Author(s)
      楢木悠士, 酒井哲也, 林 良彦
    • Organizer
      第20回情報科学技術フォーラム (FIT2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] Exploring and Exploiting the Hierarchical Structure of a Scene for Scene Graph Generation2020

    • Author(s)
      Ikuto Kurosawa, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      ICPR 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Exploiting Narrative Context and A Priori Knowledge of Categories in Textual Emotion Classification2020

    • Author(s)
      Hikari Tanabe, Tetsuji Ogawa, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      COLING 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Word Attribute Prediction Enhanced by Lexical Entailment Tasks2020

    • Author(s)
      Mika Hasegawa, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      LREC 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 感情推定における感情カテゴリに関する先験的知識の利用2020

    • Author(s)
      田辺ひかり, 小川哲司, 小林哲則, 林良彦
    • Organizer
      言語処理学会第26回年次大会 (NLP2020) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 答えを用いない対話型質問の生成2020

    • Author(s)
      中西真央, 小林哲則, 林良彦
    • Organizer
      言語処理学会第26回年次大会 (NLP2020) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 質問応答の強化学習による抽象型要約の精度向上2020

    • Author(s)
      高塚雅人, 小林哲則, 林良彦
    • Organizer
      言語処理学会第26回年次大会 (NLP2020) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 動画からの動作記述の生成とその評価2020

    • Author(s)
      平川幸司, 小林哲則, 林良彦
    • Organizer
      言語処理学会第26回年次大会 (NLP2020) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 所的依存構造をSelf-Attentionにより考慮する翻訳文生成2020

    • Author(s)
      露木浩章, 小川哲司, 小林哲則, 林良彦
    • Organizer
      言語処理学会第26回年次大会 (NLP2020) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling2019

    • Author(s)
      Koki Washio, Satoshi Sekine, and Tsuneaki Kato
    • Organizer
      EMNLP2019 (査読有,会議録有)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SemSeq: A Regime for Training Widely-Applicable Word-Sequence Encoders2019

    • Author(s)
      Hiroaki Tsuyuki, Tetsuji Ogawa, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      PACLING2019 (査読有,会議録有)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards Answer-unaware Conversational Question Generation2019

    • Author(s)
      Mao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      MRQA@EMNLP2019 (査読有,会議録有)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Waseda_Meisei_SoftBank at TRECVID 2019: Ad-hoc Video Search2019

    • Author(s)
      Kazuya Ueki, Takayuki Hori, and Tetsunori Kobayashi
    • Organizer
      TRECVID2019 (会議録有)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Zero-shot Video Retrieval using a Large-scale Video Database2019

    • Author(s)
      Kazuya Ueki and Takayuki Hori
    • Organizer
      MDACL@ICCV2019 (査読有,会議録有)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] クエリ文を用いた映像検索手法の比較検証2019

    • Author(s)
      植木 一也, 堀 隆之, 小林 哲則
    • Organizer
      第22回 画像の認識・理解シンポジウム (MIRU2019) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] マルチタスク学習を用いた顔の複数属性推定2019

    • Author(s)
      武藤 良, 桑原 明栄子, 植木 一也
    • Organizer
      第22回 画像の認識・理解シンポジウム (MIRU2019) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 複数の人物属性を利用した大規模映像からの人物検索2019

    • Author(s)
      セイエドネシャド ロスタム,武藤 良,堀 隆之,植木 一也
    • Organizer
      第22回 画像の認識・理解シンポジウム (MIRU2019) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 双方向時系列情報を利用した検出結果と正解情報付与による効率的なアノテーション手法2019

    • Author(s)
      真殿航輝,中野鐵兵,小林哲則,小川哲司
    • Organizer
      第22回 画像の認識・理解シンポジウム (MIRU2019) (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 動画像から得られる牛の身体情報に基づく分娩予兆検知システム2019

    • Author(s)
      兵頭亮介,菅原一真,中野鐵兵,赤羽誠,小林哲則,小川哲司
    • Organizer
      電子情報通信学会 PMRU2019-1 (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 画像から得られる牛の身体情報に基づく分娩予兆検知2019

    • Author(s)
      兵頭亮介,斎藤奨,中野鐵兵,赤羽誠,小林哲則,小川哲司
    • Organizer
      2019年度人工知能学会全国大会 (会議録有)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 隣接単語系列の予測による汎用的な文の分散表現の構成2019

    • Author(s)
      露木浩章, 小川哲司, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第25回年次大会 (NLP2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 語彙的含意関係識別による単語意味属性の推定2019

    • Author(s)
      長谷川美夏, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第25回年次大会 (NLP2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 言語特徴量を利用したシーングラフ生成の効率的な計算機構2019

    • Author(s)
      黒澤郁音, 菊池康太郎, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第25回年次大会 (NLP2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 会話によるニュース記事伝達のための要約2019

    • Author(s)
      高津弘明, 本田裕, 藤江真也, 林 良彦, 小林哲則
    • Organizer
      言語処理学会第25回年次大会 (NLP2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 対話型質問応答における参照の影響2019

    • Author(s)
      中西真央, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第25回年次大会 (NLP2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 動画からの動作キャプション生成における書き換え技術の適用2019

    • Author(s)
      平川幸司, 小林哲則, 林 良彦
    • Organizer
      言語処理学会第25回年次大会 (NLP2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] クエリ文によるゼロショット映像検索 - TRECVID 2018 AVSタスクの成果報告 -2019

    • Author(s)
      植木 一也,中込 優,平川 幸司,菊池 康太郎,林 良彦,小川 哲司,小林 哲則
    • Organizer
      動的画像処理実用化ワークショップ (DIA2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] ドメイン属性情報を用いたRNN言語モデルのドメイン汎化2019

    • Author(s)
      芦川博人,森岡幹,俵直弘,小川厚徳,岩田具治,小川哲司,小林哲則
    • Organizer
      2019年度 日本音響学会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] 画像から得られる牛の身体情報に基づく分娩予兆検知2019

    • Author(s)
      兵頭亮介,斎藤奨,中野鐵兵,赤羽誠,小林哲則,小川哲司
    • Organizer
      2019年度 人工知能学会全国大会 (発表予定)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 動画像から得られる牛の身体情報に基づく分娩予兆検知システム2019

    • Author(s)
      兵頭亮介,菅原一真,中野鐵兵,赤羽誠,小林哲則,小川哲司
    • Organizer
      電子情報通信学会技術研究報告 (PRMU), PRMU2019-XX (発表予定)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Social Image Tags as a Source of Word Embeddings: A Task-oriented Evaluation2018

    • Author(s)
      Mika Hasegawa, Testunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      Proc. of LREC2018, pp.969-973
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension2018

    • Author(s)
      Mao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      Proc. of COLING2018, pp.973-983
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ad-hoc Video Search Improved by the Word Sense Filtering of Query Terms2018

    • Author(s)
      Kouji Hirakawa, Kotaro Kikuchi, Kazuya Ueki, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      Proc. of AIRS2018, pp.157-163
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Undersampling Improves Hypernymy Prototypicality Learning2018

    • Author(s)
      Koki Washio and Tsuneaki Kato
    • Organizer
      Proc. of LREC2018, pp.4550-4554
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations2018

    • Author(s)
      Koki Washio and Tsuneaki Kato
    • Organizer
      Proc. of NAACL2018, pp.1123 -1133
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Neural Latent Relational Analysis to Capture Lexical Semantic Relation2018

    • Author(s)
      Koki Washio and Tsuneaki Kato
    • Organizer
      Proc. of EMNLP2018, pp.594-600
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fine-grained Video Retr ieval using Query Phrases: Waseda_Meisei TRECVID 2017 AVS System2018

    • Author(s)
      Kazuya Ueki, Koji Hirakawa, Kotaro Kikuchi, and Tetsunori Kobayashi,
    • Organizer
      Proc. of ICPR2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Video Recognition and Retrieval at the TRECVID Benchmark2018

    • Author(s)
      George Awad, Alan Smeaton, Cees Snoek, Shin'ichi Satoh, Kazuya Ueki
    • Organizer
      ECCV2018, Tutorial
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Waseda_Meisei at TRECVID2018: Ad-hoc Video Search2018

    • Author(s)
      Yu Nakagome, Kazuya Ueki, Koji Hirakawa, Kotaro Kikuchi, Yoshihiko Hayashi, Tetsuji Ogawa, Tetsunori Kobayashi
    • Organizer
      Notebook paper of the TRECVID 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Latent Concept Extraction for Zero-shot Video Retrieval2018

    • Author(s)
      Kazuya Ueki
    • Organizer
      Proc. of IVCNZ2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Language model domain adaptation via recurrent neural network with domain-shared and domain-specific representations2018

    • Author(s)
      Tsuyoshi Morioka, Naohiro Tawara, Tetsuji Ogawa, Atsunori Ogawa, Tomoharu Iwata, Tetsunori Kobayashi
    • Organizer
      Proc. ICASSP2018, pp.6084-6088
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Speaker invariant feature extraction for zero-resource languages with adversarial training2018

    • Author(s)
      Taira Tsuchiya, Naohiro Tawara, Tetsunori Kobayashi, Tetsuji Ogawa
    • Organizer
      Proc. ICASSP2018, pp.2381-2385
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 言語情報を用いたCRFによるシーングラフ認識2018

    • Author(s)
      黒澤 郁音, 菊池 康太郎, 小林 哲則, 林 良彦
    • Organizer
      第21回 画像の認識・理解シンポジウム (MIRU2018)
    • Related Report
      2018 Annual Research Report
  • [Presentation] クエリ文からのコンセプトの選択に基づくアドホック動画検索2018

    • Author(s)
      平川 幸司, 菊池 康太郎, 植木 一也, 林 良彦, 小林 哲則
    • Organizer
      第21回 画像の認識・理解シンポジウム (MIRU2018)
    • Related Report
      2018 Annual Research Report
  • [Presentation] ゼロショット映像検索のための潜在的なコンセプトの抽出2018

    • Author(s)
      植木 一也
    • Organizer
      第21回 画像の認識・理解シンポジウム (MIRU2018)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 会話によるニュース記事伝達のための発話意図分類とデータベースの構築2018

    • Author(s)
      横山 勝矢, 高津 弘明, 本田 裕, 藤江 真也, 林 良彦, 小林 哲則
    • Organizer
      2018年度 人工知能学会全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 会話によるニュース記事伝達のための発話意図理解2018

    • Author(s)
      高津 弘明, 横山 勝矢, 本田 裕, 藤江 真也, 林 良彦, 小林 哲則
    • Organizer
      2018年度 人工知能学会全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 映像からの牛の分娩予兆行動検知に関する検討2018

    • Author(s)
      菅原一真,中野鐵兵,赤羽誠,小林晢則,小川哲司
    • Organizer
      電子情報通信学会技術研究報告 (PRMU), PRMU2018-85
    • Related Report
      2018 Annual Research Report
  • [Presentation] Undersampling Improves Hypernymy Prototypicality Learning2018

    • Author(s)
      Koki Washio and Tsuneaki Kato
    • Organizer
      LREC 2018 (accepted, May 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations2018

    • Author(s)
      Koki Washio and Tsuneaki Kato
    • Organizer
      NAACL HLT 2018 (accepted June 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Social Image Tags as a Source of Word Embeddings: A Task-oriented Evaluation2018

    • Author(s)
      Mika Hasegawa, Tetsunori Kobayashi and Yoshihiko Hayashi
    • Organizer
      LREC 2018 (accepted, May 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Speaker invariant feature extraction for zero-resource languages with adversarial training2018

    • Author(s)
      Taira Tsuchiya, Naohiro Tawara, Tetsunori Kobayashi, Tetsuji Ogawa
    • Organizer
      ICASSP2018 (accepted, April 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] クエリ文を用いた詳細映像検索 -TRECVID 2017 AVSタスクの成果報告-2018

    • Author(s)
      植木 一也,平川 幸司,菊池 康太郎,小林 哲則
    • Organizer
      動的画像処理実用化ワークショップ(DIA2018) (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 動詞語義の階層的分類に関する一考察2018

    • Author(s)
      加藤恒昭
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] FrameNetを利用した談話関係の認識2018

    • Author(s)
      李 凌寒, 加藤 恒昭
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 単語ペアと依存構造パスの共起モデリングを用いた語の意味関係の分類2018

    • Author(s)
      鷲尾 光樹, 加藤 恒昭
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 語義・概念の分散表現を利用したSemantic Taxonomy Enrichment2018

    • Author(s)
      金田健太郎, 小林哲則, 林 良彦
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 共起性を利用した物体認識における言語情報の有効性2018

    • Author(s)
      黒澤郁音, 菊池康太郎, 小林哲則, 林 良彦
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] ゼロショット物体認識における辞書定義文の援用2018

    • Author(s)
      菊池康太郎, 林 良彦, 小林哲則
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] クエリ中の単語の語義絞り込みによる動画検索精度の向上2018

    • Author(s)
      平川幸司, 菊池康太郎, 植木一也, 林 良彦, 小林哲則
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 機械学習による単語概念の意味属性推定2018

    • Author(s)
      長谷川美夏, 小林哲則, 林 良彦
    • Organizer
      第24回言語処理学会年次大会 (March 2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Classifying Lexical-semantic Relationships by Exploiting Sense/Concept Representations2017

    • Author(s)
      Kentaro Kanada, Tetsunori Kobayashi and Yoshihiko Hayashi
    • Organizer
      Workshop on Sense, Concept and Entity Representations and their Applications (SENSE) (April 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Incorporating visual features into word embeddings: A bimodal autoencoder-based approach2017

    • Author(s)
      Mika Hasegawa, Tetsunori Kobayashi and Yoshihiko Hayashi
    • Organizer
      IWCS 2017 (September 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Waseda_Meisei at TRECVID 2017: Ad-hoc Video Search2017

    • Author(s)
      Kazuya Ueki, Koji Hirakawa, Kotaro Kikuchi, Tetsuji Ogawa and Tetsunori Kobayashi
    • Organizer
      TRECVID 2017 (November 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Neural Network Model for Detecting Inter-object Relationships2017

    • Author(s)
      Ikuto Kurosawa, Tatsunori Kobayashi and Yoshihiko Hayashi
    • Organizer
      CVPR Language and Vision workshop (July 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Word Vector Augmentation by its Definition for Zero-shot Image Classification2017

    • Author(s)
      Kotaro Kikuchi, Naohiro Tawara, Tatsunori Kobayashi and Yoshihiko Hayashi
    • Organizer
      CVPR Language and Vision workshop (July 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 単語、語義、概念:意味タスクにおける分散表現の適用性2017

    • Author(s)
      金田健太郎,小林哲則,林 良彦
    • Organizer
      人工知能学会全国大会 (June 2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 辞書定義文を用いたゼロショット一般物体認識2017

    • Author(s)
      菊池康太郎,俵直弘,小林哲則
    • Organizer
      画像の認識・理解シンポジウム (MIRU) (August 2017)
    • Related Report
      2017 Annual Research Report
  • [Book] 動詞語義の階層的分類と自他対応 (岡部玲子ほか 編: 言語研究の楽しさと楽しみ)2021

    • Author(s)
      加藤恒昭
    • Total Pages
      536
    • Publisher
      開拓社
    • ISBN
      9784758923002
    • Related Report
      2020 Annual Research Report
  • [Book] 自然言語処理のための深層学習2019

    • Author(s)
      Yoav Goldberg、加藤 恒昭、林 良彦、鷲尾 光樹、中林 明子
    • Total Pages
      336
    • Publisher
      共立出版
    • ISBN
      9784320124462
    • Related Report
      2018 Annual Research Report
  • [Book] Springer2017

    • Author(s)
      van Erp, M., Hellmann, S., McCrae, J.P., Chiarcos, C., Choi, K.-S., Gracia, J., Hayashi, Y., Koide, S., Mendes, P., Paulheim, H., Takeda, H. (Eds.)
    • Total Pages
      152
    • Publisher
      Knowledge Graphs and Language Technology
    • ISBN
      9783319687230
    • Related Report
      2017 Annual Research Report
  • [Book] 統計的自然言語処理の基礎2017

    • Author(s)
      Christopher D.Manning、Hinrich Schutze、加藤 恒昭、菊井 玄一郎、林 良彦、森 辰則
    • Total Pages
      640
    • Publisher
      共立出版
    • ISBN
      9784320124219
    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2023-01-30  

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