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nlp:discourse_analysis [2022/07/06 20:46] – [Discourse Parsing] 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://github.com/derekmma/dialogue-discourse-relation]] (annotated corpus)     * [[https://github.com/derekmma/dialogue-discourse-relation]] (annotated corpus)
     * [[https://github.com/jfainberg/self_dialogue_corpus]] (full corpus) ([[https://arxiv.org/pdf/1809.06641.pdf|paper]])     * [[https://github.com/jfainberg/self_dialogue_corpus]] (full corpus) ([[https://arxiv.org/pdf/1809.06641.pdf|paper]])
 +
 +==== RST ====
 +  * Linguistics theory, see also [[https://en.wikipedia.org/wiki/Rhetorical_structure_theory|Wikipedia - Rhetorical Structure Theory]]
 +    * [[https://aclanthology.org/P84-1076.pdf|Mann 1984 - Discourse Structures for Text Generation]] Talks about RST, says "The descriptive portion of RST has been developed over the past two years by Sandra Thompson and me, with major contributions by Christian Matthiassen and Barbara Fox" (footnote 1).
 +    * [[https://www.sfu.ca/rst/pdfs/Mann_Thompson_1987.pdf|Mann & Thompson 1987 - Rhetorical Structure Theory: A Theory of Text Organization]]
 +    * [[https://www.sfu.ca/rst/05bibliographies/bibs/Mann_Thompson_1988.pdf|Mann & Thompson 1988 - Rhetorical Structure Theory: Toward a functional theory of text organization]] The paper that is usually cited for RST
  
 === RST-DT === === RST-DT ===
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   * [[http://www.sfu.ca/~mtaboada/SFU_Review_Corpus.html|SFU Review Corpus]]   * [[http://www.sfu.ca/~mtaboada/SFU_Review_Corpus.html|SFU Review Corpus]]
  
-=== Penn Discourse Treebank (PDTB) ===+==== Penn Discourse Treebank (PDTB) ====
 See also [[https://www.seas.upenn.edu/~pdtb/publications.shtml|PDTB Publications]].  PDTB is a shallow discourse representation, as opposed to RST-DT.  According to [[https://www.aclweb.org/anthology/N16-1013.pdf|Perret 2016]] "the PDTB does not provide full discourse structures for texts," but the RST-DT does. See also [[https://www.seas.upenn.edu/~pdtb/publications.shtml|PDTB Publications]].  PDTB is a shallow discourse representation, as opposed to RST-DT.  According to [[https://www.aclweb.org/anthology/N16-1013.pdf|Perret 2016]] "the PDTB does not provide full discourse structures for texts," but the RST-DT does.
   * Dataset   * Dataset
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 PDTB sense hierarchy from [[https://aclanthology.org/J14-4007.pdf|Prasad 2014]].  There are three levels - most systems do level 2 senses but not the finer-grained level 3 senses. PDTB sense hierarchy from [[https://aclanthology.org/J14-4007.pdf|Prasad 2014]].  There are three levels - most systems do level 2 senses but not the finer-grained level 3 senses.
  
-==== Miscellaneous Datasets ==== +==== Other Datasets ==== 
-  * [[https://aclanthology.org/L16-1503.pdf|Bunt et al 2016 - The DialogBank]]+  * [[https://www.iso.org/standard/76443.html|ISO 24617-2]] ([[https://www.sis.se/api/document/preview/80026438/|preview]]) 
 +    * Paper: [[http://www.lrec-conf.org/proceedings/lrec2012/pdf/530_Paper.pdf|Bunt et al 2012 - ISO 24617-2: A Semantically-based Standard for Dialogue Annotation]] 
 +    * [[https://aclweb.org/mirror/ijcnlp11/downloads/tutorial/tu4_paper.pdf|Bunt 2011 - Guidelines for using ISO standard 24617-2]] 
 +    * [[https://dialogbank.lsv.uni-saarland.de/wp-content/uploads/2015/12/ISO24617-2_Annotation_Guidelines2017.pdf|Bunt 2017 - Guidelines for using ISO standard 24617-2]] [[https://drive.google.com/file/d/1lKi3dEjMRaushCzmYl7v3Kk7s0TkYOsj/view|Jon's annotated version]] 
 +    * [[https://pure.uvt.nl/ws/portalfiles/portal/28904525/ISO24617_2_Annotation_Guidelines_Ticc_report.pdf|Bunt 2019 - Guidelines for using ISO standard 24617-2]] 
 +    * **DialogBank** [[https://dialogbank.lsv.uni-saarland.de/|website]] 
 +      * [[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 
 +  * 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.1657140381.txt.gz · Last modified: 2023/06/15 07:36 (external edit)
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