Procedure for quantitatively comparing the syntactic coverage of English grammars
HLT '91 Proceedings of the workshop on Speech and Natural Language
The Theory and Practice of Discourse Parsing and Summarization
The Theory and Practice of Discourse Parsing and Summarization
Automatic labeling of semantic roles
Computational Linguistics
Discriminative Reranking for Natural Language Parsing
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Maximum entropy models for natural language ambiguity resolution
Maximum entropy models for natural language ambiguity resolution
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Adaptive multilingual sentence boundary disambiguation
Computational Linguistics
A maximum-entropy-inspired parser
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Statistical decision-tree models for parsing
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Building a discourse-tagged corpus in the framework of Rhetorical Structure Theory
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
An analysis of a high-performance japanese question answering system
ACM Transactions on Asian Language Information Processing (TALIP)
Combining hierarchical clustering and machine learning to predict high-level discourse structure
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Generating discourse structures for written texts
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Discourse chunking and its application to sentence compression
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Learning to detect conversation focus of threaded discussions
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
The Pyramid Method: Incorporating human content selection variation in summarization evaluation
ACM Transactions on Speech and Language Processing (TSLP)
Paragraph retrieval for why-question answering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Information Processing and Management: an International Journal
Using automatically labelled examples to classify rhetorical relations: An assessment
Natural Language Engineering
Generating Dialogues for Virtual Agents Using Nested Textual Coherence Relations
IVA '08 Proceedings of the 8th international conference on Intelligent Virtual Agents
Assessing and Scaffolding Collaborative Learning in Online Discussions
Proceedings of the 2005 conference on Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology
Profiling Student Interactions in Threaded Discussions with Speech Act Classifiers
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
Proceedings of the 9th ACM symposium on Document engineering
Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Sentential structure and discourse parsing
DiscAnnotation '04 Proceedings of the 2004 ACL Workshop on Discourse Annotation
Incremental parsing models for dialog task structure
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
ADROIT: automatic discourse relation organizer of internet-based text
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
An effective discourse parser that uses rich linguistic information
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Learning sentence-internal temporal relations
Journal of Artificial Intelligence Research
The TextCap semantic interpreter
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
SigDIAL '06 Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
Using syntax to disambiguate explicit discourse connectives in text
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
A syntactic and lexical-based discourse segmenter
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
A novel discourse parser based on support vector machine classification
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Automatic sense prediction for implicit discourse relations in text
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Semantic argument structure in discourse: the SEASIDE project
IWCS-8 '09 Proceedings of the Eighth International Conference on Computational Semantics
Analysis of discourse structure with syntactic dependencies and data-driven shift-reduce parsing
IWPT '09 Proceedings of the 11th International Conference on Parsing Technologies
Improved word alignment with statistics and linguistic heuristics
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Semi-supervised speech act recognition in emails and forums
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Probabilistic head-driven parsing for discourse structure
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
A comprehensive comparative evaluation of RST-based summarization methods
ACM Transactions on Speech and Language Processing (TSLP)
Using topic themes for multi-document summarization
ACM Transactions on Information Systems (TOIS)
Combining relations for information extraction from free text
ACM Transactions on Information Systems (TOIS)
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Towards identifying unresolved discussions in student online forums
IUNLPBEA '10 Proceedings of the NAACL HLT 2010 Fifth Workshop on Innovative Use of NLP for Building Educational Applications
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Discourse segmentation for Spanish based on shallow parsing
MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
Towards semi-supervised classification of discourse relations using feature correlations
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
The effects of discourse connectives prediction on implicit discourse relation recognition
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Discourse indicators for content selection in summarization
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Predicting discourse connectives for implicit discourse relation recognition
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Comparing approaches to tag discourse relations
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Semi-supervised discourse relation classification with structural learning
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Structural topic model for latent topical structure analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
DiSeg 1.0: The first system for Spanish discourse segmentation
Expert Systems with Applications: An International Journal
Polarity analysis of texts using discourse structure
Proceedings of the 20th ACM international conference on Information and knowledge management
Discourse segmentation of german written texts
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Summarisation through discourse structure
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
A paragraph boundary detection system
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Exploiting rhetorical relations in blog summarization
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Predicting thread discourse structure over technical web forums
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Unsupervised discovery of discourse relations for eliminating intra-sentence polarity ambiguities
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Modelling discourse relations for Arabic
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Review and evaluation of dizer – an automatic discourse analyzer for brazilian portuguese
PROPOR'06 Proceedings of the 7th international conference on Computational Processing of the Portuguese Language
A sequential model for discourse segmentation
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Discourse segmentation for sentence compression
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Rhetorical relations for information retrieval
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Text-level discourse parsing with rich linguistic features
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Chinese comma disambiguation for discourse analysis
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A novel discriminative framework for sentence-level discourse analysis
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Global features for shallow discourse parsing
SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
A reranking model for discourse segmentation using subtree features
SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Cross-argument inference for implicit discourse relation recognition
Proceedings of the 21st ACM international conference on Information and knowledge management
Discourse structure and language technology
Natural Language Engineering
Discursive sentence compression
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Comparing discourse tree structures
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Scaffolding student online discussions using past discussions: PedaBot studies
Artificial Intelligence Review
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We introduce two probabilistic models that can be used to identify elementary discourse units and build sentence-level discourse parse trees. The models use syntactic and lexical features. A discourse parsing algorithm that implements these models derives discourse parse trees with an error reduction of 18.8% over a state-of-the-art decision-based discourse parser. A set of empirical evaluations shows that our discourse parsing model is sophisticated enough to yield discourse trees at an accuracy level that matches near-human levels of performance.