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nlp:discourse_analysis [2022/10/27 01:36] – [Other Datasets] jmflanignlp:discourse_analysis [2023/06/15 07:36] (current) – external edit 127.0.0.1
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   * Introductions   * Introductions
     * [[https://web.stanford.edu/~jurafsky/slp3/22.pdf|S&LP - Ch 22]]     * [[https://web.stanford.edu/~jurafsky/slp3/22.pdf|S&LP - Ch 22]]
 +  * Overviews
 +    * [[https://apps.dtic.mil/sti/pdfs/ADA601542.pdf|2013 - Multiparticipant chat analysis: A survey]]
   * PDTB   * PDTB
     * [[https://aclanthology.org/J14-4007.pdf|Prasad et al 2014 - Reflections on the Penn Discourse TreeBank, Comparable Corpora, and Complementary Annotation]]     * [[https://aclanthology.org/J14-4007.pdf|Prasad et al 2014 - Reflections on the Penn Discourse TreeBank, Comparable Corpora, and Complementary Annotation]]
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       * [[https://aclanthology.org/L16-1503.pdf|Bunt et al 2016 - The DialogBank]]       * [[https://aclanthology.org/L16-1503.pdf|Bunt et al 2016 - The DialogBank]]
       * [[https://link.springer.com/content/pdf/10.1007/s10579-018-9436-9.pdf|Bunt et al 2019 - The DialogBank: Dialogues with Interoperable Annotations]] Longer paper, great       * [[https://link.springer.com/content/pdf/10.1007/s10579-018-9436-9.pdf|Bunt et al 2019 - The DialogBank: Dialogues with Interoperable Annotations]] Longer paper, great
 +  * STAC Corpus
 +    * [[https://aclanthology.org/L16-1432.pdf|Asher et al 2016 - Discourse Structure and Dialogue Acts in Multiparty Dialogue: the STAC Corpus]]
  
 ===== Unsupervised Discourse Parsing ===== ===== Unsupervised Discourse Parsing =====
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   * [[https://www.aclweb.org/anthology/W08-0127.pdf|Gandhe & Traum 2008 - An Evaluation Understudy for Dialogue Coherence Models]] Evaluates measures of dialog coherence against human judgements.   * [[https://www.aclweb.org/anthology/W08-0127.pdf|Gandhe & Traum 2008 - An Evaluation Understudy for Dialogue Coherence Models]] Evaluates measures of dialog coherence against human judgements.
   * [[https://www.aclweb.org/anthology/2020.sigdial-1.21.pdf|Cervone & Riccardi 2020 - Is this Dialogue Coherent? Learning from Dialogue Acts and Entities]]. Introduces the Switchboard Coherence (SWBD-Coh) corpus ([[https://github.com/alecervi/ switchboard-coherence-corpus|dataset]]), a dataset of human-human spoken dialogues from the Switchboard corpus annotated with human coherence ratings for each turn.   * [[https://www.aclweb.org/anthology/2020.sigdial-1.21.pdf|Cervone & Riccardi 2020 - Is this Dialogue Coherent? Learning from Dialogue Acts and Entities]]. Introduces the Switchboard Coherence (SWBD-Coh) corpus ([[https://github.com/alecervi/ switchboard-coherence-corpus|dataset]]), a dataset of human-human spoken dialogues from the Switchboard corpus annotated with human coherence ratings for each turn.
 +
 +===== Conversation Disentanglement ====
 +Disentangling interleaved conversation threads (for example in multiparty dialogs).
 +
 +  * [[https://aclanthology.org/P11-1118.pdf| Elsner & Charniak 2011 - Disentangling Chat with Local Coherence Models]]
 +  * [[https://arxiv.org/pdf/1810.11118.pdf|Kummerfeld et al 2018 - A Large-Scale Corpus for Conversation Disentanglement]]
 +  * [[https://arxiv.org/pdf/2010.11080.pdf|Yu & Joty 2020 - Online Conversation Disentanglement with Pointer Networks]]
 +
  
 ===== Linguistic Topics in Discourse Analysis ===== ===== Linguistic Topics in Discourse Analysis =====
nlp/discourse_analysis.1666834610.txt.gz · Last modified: 2023/06/15 07:36 (external edit)
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