Parsing勉強会/2019

内容†

構文解析，意味解析に関する勉強会．具体的には，英語や日本語の並列句解析，複合表現解析，述語項構造解析，共参照解析などを対象としている．

１人30分程度で論文紹介を行い，自分の研究進捗も話す．

日時†

• Monday 15:10-
• 連絡事項は内部SNSのコミュニティで行います．
• （内部向け）このページを編集する場合は，右の「Parsing勉強会2019」を編集してください．

発表者†

• staff: shindo
• D3: akihiko-k, masayoshi-k
• D2: hiroki-t
• D1: takayoshi-s
• M2: yuki-yama
• M1: taisei-s, yasuhiro-y

予定†

• 2019/04/22
  • akihiko-k (進捗報告)

• 2019/05/07
  • masayoshi-k (論文紹介)
  • Graph-to-Sequence Learning using Gated Graph Neural Networks
  • [slide]

• 2019/05/13
  • ukyo-ho(論文紹介)
  • Deep Clustering for Unsupervised Learning of Visual Features

• 2019/05/20
  • yuki-yama(論文紹介)
  • Abstract Meaning Representation of Constructions: The More We Include, the Better the Representation
  • slide: ページ下

• 2019/05/27
  • masayoshi-k
    • Structural Neural Encoders for AMR-to-text Generation (NAACL'19)
    • Text Generation from Knowledge Graphs with Graph Transformers (NAACL'19)

• takayoshi-s(論文紹介)
  • An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction

• 2019/06/03
  • shindo
    • Better Modeling of Incomplete Annotations for Named Entity Recognition
    • Left-to-Right Dependency Parsing with Pointer Networks
    • Stack-Pointer Networks for Dependency Parsing
    • A General Framework for Information Extraction using Dynamic Span Graphs
  • ukyo-ho
    • Mining Discourse Markers for Unsupervised Sentence Representation Learning
    • pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
    • Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors

• 2019/06/10
  • akihiko-k
    • Cooperative Learning of Disjoint Syntax and Semantics
    • Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition

• 2019/06/17
  • yasuhiro-y(論文紹介)
    • Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation

• 2019/06/24
  • taisei-s(進捗報告)

• 2019/07/01
  • akihiko-k(進捗報告)

• 2019/07/08
  • takayoshi-s(論文紹介)
    • Keyphrase Generation: A Text Summarization Struggle

• 2019/07/16
  • yuki-yama(論文紹介)
    • Head-Driven Phrase Structure Grammar Parsing on Penn Treebank
    • slide: ページ下

• 2019/07/29
  • ukyo-ho(論文紹介)
    • Adversarial Robustness through Local Linearization

• 2019/08/05
  • shindo
    • Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology
    • https://arxiv.org/abs/1904.04661

• 2019/08/19
  • takayoshi-s(論文紹介)
    • Mining Entity Synonyms with Efficient Neural Set Generation

• 2019/08/26
  • akihiko-k
    • VisualBERT: A Simple and Performant Baseline for Vision and Language

• 2019/09/09
  • yuki-yama(論文紹介)
    • Discourse Representation Structure Parsing
    • slide: ページ下

• 2019/09/24
  • takayoshi-s(論文紹介)
    • Comparing Constraints for Taxonomic Organization

• 2019/09/30
  • shindo
    • Large Memory Layers with Product Keys

• 2019/10/07
  • yuki-yama(論文紹介)
    • Core Semantic First: A Top-down Approach for AMR Parsing

• 2019/10/15
  • masashi-y
    • Insertion Transformer: Flexible Sequence Generation via Insertion Operations

• 2019/10/21
  • takayoshi-s(論文紹介)
    • Every child should have parents a taxonomy refinement algorithm based on hyperbolic term embeddings

• 2019/10/28
  • yasuhiro-y
    • A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages

• 2019/11/05 13:30
  
  • takayoshi-s(論文紹介)
    • BootCaT: Bootstrapping Corpora and Terms from the Web
    • Domain-Specific Corpus Expansion with FocusedWebcrawling

• 2019/11/11
  • yuki-yama(論文紹介)
    • Modeling Source Syntax and Semantics for Neural AMR Parsing

• 2019/11/18
  • takayoshi-s
    • SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings

• 2019/11/25
  • masashi-y
    • Specializing Word Embeddings (for Parsing) by Information Bottleneck

• 2019/12/9
  • yuki-yama(論文紹介)
    • AMR Parsing as Sequence-to-Graph Transduction

• 2019/12/16
  • akihiko-k
    • Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion

資料†

Dependency Parsing†

• Dependency Parsing Tutorial at COLING-ACL, 2006
• Dependency Parsing Tutorial at EACL, 2014

Semantic Parsing†

• A Discriminative Graph-Based Parser for the Abstract Meaning Representation, ACL 2014
• Combined Distributional and Logical Semantics, TACL 2013
• Joint Arc-factored Parsing of Syntactic and Semantic Dependencies, TACL 2013
• Modeling Semantic Relations Expressed by Prepositions, TACL 2013

MWE†

• Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE Gamut, TACL 2014

Named Entity†

• A Probabilistic Model for Canonicalizing Named Entity Mentions, ACL 2012
• Joint Parsing and Named Entity Recognition, NAACL 2009

Morphology†

• Minimally-Supervised Morphological Segmentation using Adaptor Grammars, TACL 2013
• Joint Morphological and Syntactic Analysis for Richly Inflected Languages, TACL 2013