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Research Output 2005 2018

2018

Decoding the Perception of Sincerity in Dialogues

Girlea, C. & Girju, C. R., Jul 6 2018, (Accepted/In press) In : IEEE Transactions on Affective Computing.

Research output: Contribution to journalArticle

Decoding
Communication

Decoding the perception of sincerity in written dialogues

Girlea, C. & Girju, C. R., Jan 29 2018, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 448-455 8 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decoding
Communication
Psycholinguistics
Social Media
Deception

UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models.

Narwerkar, A. & Girju, C. R., Jun 2018.

Research output: Contribution to conferencePaper

2017

Identifying Medications that Patients Stopped Taking in Online Health Forums

Girju, C. R., Cho, J. & Gao, T., Jan 2017.

Research output: Contribution to conferencePaper

Perfect Ratings with Negative Comments: Learning from Contradictory Patient Survey Responses

Gallan, A., Girju, M. & Girju, C. R., 2017, In : Patient Experience . 4, 3

Research output: Contribution to journalArticle

2016

Classifying user-reported drug experiences to understand noncompliance

Cho, J. H. D., Shah, M. & Girju, C. R., 2016.

Research output: Contribution to conferencePaper

More than a Feeling: Investigating Multi-Word Expressions about Body Parts and Emotions

Girju, C. R., Cho, J. H. D. & Shah, M., 2016.

Research output: Contribution to conferencePaper

Psycholinguistic features for deceptive role detection in werewolf

Girlea, C., Girju, C. R. & Amir, E., 2016, Proceedings of 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL), p. 417-422 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

psycholinguistics
persuasion
Linguistics
syntax
dialogue
2015

A unified framework to identify and extract uncertainty cues, holders, and scopes in one fell-swoop

Al-Sabbagh, R., Girju, R. & Diesner, J., Jan 1 2015, CCICLing 2015, Part I. Gelbukh, A. (ed.). Switzerland: Springer-Verlag, p. 310-334 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9041).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Syntactics
Labeling
Support vector machines
Support Vector Machine
Semantics

Differential Object Marking in Spanish, Hindi, and Romanian as Heritage Languages

Montrul, S., Bhatt, R. & Girju, R., Sep 1 2015, In : Language. 91, 3, p. 564-610 47 p.

Research output: Contribution to journalArticle

first generation
language
immigrant
Romania
acceptance

Recommending forum posts to designated experts

Cho, J. H. D., Li, Y., Girju, R. & Zhai, C., 2015, p. 659-666. 8 p.

Research output: Contribution to conferencePaper

Factorization
Websites
2014

3arif: A corpus of modern standard and Egyptian Arabic tweets annotated for epistemic modality using Interactive Crowdsourcing

Al-Sabbagh, R., Girju, C. R. & Diesner, J., Jan 1 2014, 25th International Conference on Computational Linguistics: Technical Papers. Dublin: Association for Computational Linguistics, ACL Anthology, p. 1521-1532 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

expert
linguistics
present
Egyptians
Epistemic Modality

Adjoined Causality Using Structural Information

Li, C. & Girju, C. R., 2014.

Research output: Contribution to conferencePaper

In-depth exploitation of noun and verb semantics to identify causation in verb-noun pairs

Riaz, M. & Girju, R., 2014.

Research output: Contribution to conferencePaper

Causation
Causality
Exploitation
Semantics
Linguistics

Interactive Annotation for Event Modality in Modern Standard and Egyptian Arabic Tweets

Girju, C. R., Al-Sabbagh, R. & Diesner, J., 2014.

Research output: Contribution to conferencePaper

Recognizing Causality in Verb-Noun Pairs via Noun and Verb Semantics

Girju, C. R. & Riaziat, M. L., 2014.

Research output: Contribution to conferencePaper

Tracking beliefs and intentions in the Werewolf game

Girlea, C., Amir, E. & Girju, C. R., Jan 1 2014, 14th International Conference on the Principles of Knowledge Representation and Reasoning. AAAI Press, p. 638-641 4 p. (14th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Game
Formalization
Calculus
Model
Beliefs

Unsupervised Learning of Arabic Modal Multiword Expressions

Girju, C. R., Diesner, J. & Al-Sabbagh, R., 2014.

Research output: Contribution to conferencePaper

2013
Causality
Metric
Knowledge Base
Ambiguous
Large Set

Using the Semantics-Syntax Interface for Reliable Arabic Modality Annotation

Al-Sabbagh, R., Diesner, J. & Girju, C. R., 2013.

Research output: Contribution to conferencePaper

2012

A supervised POS tagger for written arabic social networking corpora

Al-Sabbagh, R. & Girju, C. R., Dec 1 2012, 11th Conference on Natural Language Processing: Empirical Methods in Natural Language Processing - Proceedings of the Conference on Natural Language Processing 2012. KONVENS, p. 39-52 14 p. (11th Conference on Natural Language Processing, KONVENS 2012: Empirical Methods in Natural Language Processing - Proceedings of the Conference on Natural Language Processing 2012; vol. 5).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Syntactics
Linguistics
Labels

YADAC: Yet Another Dialectal Arabic Corpus

Al-Sabbagh, R. & Girju, C. R., 2012.

Research output: Contribution to conferencePaper

YADAC: Yet another dialectal Arabic corpus

Al-Sabbagh, R. & Girju, C. R., Jan 1 2012, Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012. Dogan, M. U., Mariani, J., Moreno, A., Goggi, S., Choukri, K., Calzolari, N., Odijk, J., Declerck, T., Maegaard, B., Piperidis, S., Mazo, H. & Hamon, O. (eds.). European Language Resources Association (ELRA), p. 2882-2889 8 p. (Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

genre
twitter
market
weblog
dialect
2011

Modeling reciprocity in social interactions with probabilistic latent space models

Girju, R. & Paul, M. J., Jan 1 2011, In : Natural Language Engineering. 17, 1, p. 1-36 36 p.

Research output: Contribution to journalArticle

reciprocity
interaction
Values
interpersonal relation
Semantics
2010

A knowledge-rich approach to identifying semantic relations between nominals

Girju, R., Beamer, B., Rozovskaya, A., Fister, A. & Bhat, S., Sep 1 2010, In : Information Processing and Management. 46, 5, p. 589-610 22 p.

Research output: Contribution to journalArticle

Semantics
semantics
Syntactics
performance
knowledge

Another look at causality: Discovering scenario-specific contingency relationships with no supervision

Riaz, M. & Girju, R., Sep 2010.

Research output: Contribution to conferencePaper

Causality
Scenarios
Unsupervised learning
Hurricanes
Likely

A two-dimensional Topic-Aspect Model for discovering multi-faceted topics

Paul, M. & Girju, R., Jul 2010.

Research output: Contribution to conferencePaper

Linguistics
Computational linguistics
Formal languages

Mining the web for the induction of a dialectical Arabic lexicon

Al-Sabbagh, R. & Girju, C. R., Jan 1 2010, Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010. Tapias, D., Russo, I., Hamon, O., Piperidis, S., Calzolari, N., Choukri, K., Mariani, J., Mazo, H., Maegaard, B., Odijk, J. & Rosner, M. (eds.). European Language Resources Association (ELRA), p. 288-293 6 p. (Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

induction
dialect
semantics
Arab
Lexicon

Summarizing contrastive viewpoints in opinionated text

Paul, M. J., Zhai, C. X. & Girju, R., Oct 2010.

Research output: Contribution to conferencePaper

Syntactics
Experiments

Toward social causality: An analysis of interpersonal relationships in online blogs and forums

Girju, C. R., 2010, Proceedings of the 4th International AAAI Conference on Weblogs and Social Media. p. 66-73 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent agents
Blogs
Statistics
2009

Classification of semantic relations between nominals

Girju, C. R., Nakov, P., Nastase, V., Szpakowicz, S., Turney, P. & Yuret, D., Jun 1 2009, In : Language Resources and Evaluation. 43, 2, p. 105-121 17 p.

Research output: Contribution to journalArticle

semantics
evaluation
edition
Nominals
Evaluation

Cross-cultural analysis of blogs and forums with mixed-collection topic models

Paul, M. & Girju, R., Aug 2009.

Research output: Contribution to conferencePaper

Blogs
Chemical analysis

Identifying semantic relations in context: Near-misses and overlaps

Rozovskaya, A. & Girju, R., Sep 2009.

Research output: Contribution to conferencePaper

Semantics
Taxonomies
Identification (control systems)
Classifiers
Testing

Investigating automatic alignment methods for slide generation from academic papers

Beamer, B. & Girju, R., Dec 1 2009, 13th Conference on Computational Natural Language Learning. CoNLL, p. 111-119 9 p. (CoNLL 2009 - Proceedings of the Thirteenth Conference on Computational Natural Language Learning).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

weighting
performance

Mining the web for reciprocal relationships

Paul, M., Girju, R. & Li, C., Jun 2009.

Research output: Contribution to conferencePaper

reciprocity
coverage
resources
Linguistics
syntax
Semantics
semantics
linguistics

Topic modeling of research fields: An interdisciplinary perspective

Paul, M. & Girju, R., Dec 1 2009, In : International Conference Recent Advances in Natural Language Processing, RANLP. p. 337-342 6 p.

Research output: Contribution to journalConference article

Computational linguistics
Linguistics
Classifiers
Education
Statistics

Using a bigram event model to predict causal relations

Beamer, B. & Girju, R., Jul 21 2009, 10th International Conference on Intelligent Text Processing and Computational Linguistics. CICLING, p. 430-441 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5449 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predict
Data mining
Statistics
Knowledge Discovery
Causality
2008

Automatic semantic relation extraction with multiple boundary generation

Beamer, B., Rozovskaya, A. & Girju, R., Dec 24 2008, National Conference on Artificial Intelligence. p. 824-829 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Experiments
2007

Experiments with an annotation scheme for a knowledge-rich noun phrase interpretation system

Girju, C. R., 2007, Proceedings of The Linguistic Annotation Workshop: The LAW - Proceedings of The Linguistic Annotation Workshop. p. 168-175 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

interpretation
experiment
semantics
Spanish language
genre

Improving the interpretation of noun phrases with cross-linguistic information

Girju, C. R., Dec 1 2007, Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics. p. 568-575 8 p. (ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

semantics
linguistics
interpretation
syntax
genre

SemEval-2007 Task 04: Classification of semantic relations between nominals

Girju, C. R., Nakov, P., Nastase, V., Szpakowicz, S., Turney, P. & Yuret, D., Jan 1 2007, p. 13-18. 6 p.

Research output: Contribution to conferencePaper

Categorical or nominal
Semantics
Evaluation
Training
Community

UIUC: A knowledge-rich approach to identifying semantic relations between nominals

Beamer, B., Bhat, S. P., Chee, B., Fister, A., Rozovskaya, A. & Girju, C. R., Jan 1 2007, ACL 2007 - SemEval 2007 - Proceedings of the 4th International Workshop on Semantic Evaluations. Association for Computational Linguistics (ACL), p. 386-389 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Categorical or nominal
Semantics
Syntactics
Knowledge
Syntax
2006

An inference model for semantic entailment in natural language: Marchine Learning Challenges

De Braz, R. S., Girju, C. R., Punyakanok, V., Roth, D. & Sammons, M., Jan 1 2006, Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment, First PASCAL Machine Learning Challenges Workshop. Springer-Verlag, p. 261-286 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3944 LNAI).

Research output: Chapter in Book/Report/Conference proceedingChapter

Knowledge representation
Knowledge Representation
Natural Language
Semantics
Predicate

Automatic discovery of part-whole relations

Girju, C. R., Moldovan, D. & Badulescu, A., Mar 2006, In : Computational Linguistics. 32, 1, p. 83-135 53 p.

Research output: Contribution to journalArticle

Semantics
semantics
Syntactics
learning method
specialization

Out-of-context noun phrase semantic interpretation with cross-linguistic evidence

Girju, C. R., Nov 2006, Proceedings of the 15th ACM Conference on Information and Knowledge Management. Washington, D.C., p. 268-276 9 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Language
Question answering
Machine translation
Correlates
2005

An inference model for semantic entailment in natural language

De Salvo Braz, R., Girju, C. R., Punyakanok, V., Roth, D. & Sammons, M., Dec 1 2005, p. 1043-1049. 7 p.

Research output: Contribution to conferencePaper

Semantics
Knowledge representation
Acoustic waves

An inference model for semantic entailment in natural language

De Salvo Braz, R., Girju, R., Punyakanok, V., Roth, D. & Sammons, M., Dec 1 2005, In : IJCAI International Joint Conference on Artificial Intelligence. p. 1678-1679 2 p.

Research output: Contribution to journalConference article

Semantics
Knowledge representation
Acoustic waves

On the semantics of noun compounds

Girju, C. R., Moldovan, D., Tatu, M. & Antohe, D., Oct 1 2005, In : Computer Speech and Language. 19, 4, p. 479-496 18 p.

Research output: Contribution to journalArticle

Semantics
Model
Experiment
Experiments