% Use this file for citations not found in the ACL Anthology (contained in "anthology.bib").

@book{Aho:72,
    author  = {Alfred V. Aho and Jeffrey D. Ullman},
    title   = {The Theory of Parsing, Translation and Compiling},
    year    = "1972",
    volume  = "1",
    publisher = {Prentice-Hall},
    address = {Englewood Cliffs, NJ}
}

@book{APA:83,
    author  = {{American Psychological Association}},
    title   = {Publications Manual},
    year    = "1983",
    publisher = {American Psychological Association},
    address = {Washington, DC}
}

@article{Chandra:81,
	author = {Ashok K. Chandra and Dexter C. Kozen and Larry J. Stockmeyer},
	year = "1981",
	title = {Alternation},
	journal = {Journal of the Association for Computing Machinery},
	volume = "28",
	number = "1",
	pages = "114--133",
	doi = "10.1145/322234.322243",
}

@inproceedings{andrew2007scalable,
  title={Scalable training of {L1}-regularized log-linear models},
  author={Andrew, Galen and Gao, Jianfeng},
  booktitle={Proceedings of the 24th International Conference on Machine Learning},
  pages={33--40},
  year={2007},
}

@book{Gusfield:97,
    author  = {Dan Gusfield},
    title   = {Algorithms on Strings, Trees and Sequences},
    year    = "1997",
    publisher = {Cambridge University Press},
    address = {Cambridge, UK}
}

@article{rasooli-tetrault-2015,
    author    = {Mohammad Sadegh Rasooli and Joel R. Tetreault},
    title     = {Yara Parser: {A} Fast and Accurate Dependency Parser},
    journal   = {Computing Research Repository},
    volume    = {arXiv:1503.06733},
    year      = {2015},
    url       = {http://arxiv.org/abs/1503.06733},
    note    = {version 2}
}

@article{Ando2005,
	Acmid = {1194905},
	Author = {Ando, Rie Kubota and Zhang, Tong},
	Issn = {1532-4435},
	Issue_Date = {12/1/2005},
	Journal = {Journal of Machine Learning Research},
	Month = dec,
	Numpages = {37},
	Pages = {1817--1853},
	Publisher = {JMLR.org},
	Title = {A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data},
	Volume = {6},
	Year = {2005}
}


MELD: A Multimodal Multi-Party Dataset
for Emotion Recognition in Conversations

@article{poria2018meld,
  title={Meld: A multimodal multi-party dataset for emotion recognition in conversations},
  author={Poria, Soujanya and Hazarika, Devamanyu and Majumder, Navonil and Naik, Gautam and Cambria, Erik and Mihalcea, Rada},
  journal={arXiv preprint arXiv:1810.02508},
  year={2018}
}

Discovering emotion and reasoning its flip in multi-party
conversations using masked memory network and transformer

@article{kumar2022discovering,
  title={Discovering emotion and reasoning its flip in multi-party conversations using masked memory network and transformer},
  author={Kumar, Shivani and Shrimal, Anubhav and Akhtar, Md Shad and Chakraborty, Tanmoy},
  journal={Knowledge-Based Systems},
  volume={240},
  pages={108112},
  year={2022},
  publisher={Elsevier}
}

The MuSe 2023 Multimodal Sentiment Analysis Challenge:
Mimicked Emotions, Cross-Cultural Humour, and
Personalisation


@inproceedings{christ2023muse,
  title={The muse 2023 multimodal sentiment analysis challenge: Mimicked emotions, cross-cultural humour, and personalisation},
  author={Christ, Lukas and Amiriparian, Shahin and Baird, Alice and Kathan, Alexander and M{\"u}ller, Niklas and Klug, Steffen and Gagne, Chris and Tzirakis, Panagiotis and Stappen, Lukas and Me{\ss}ner, Eva-Maria and others},
  booktitle={Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation},
  pages={1--10},
  year={2023}
}


Counterspeeches up my sleeve! Intent Distribution Learning and Persistent
Fusion for Intent-Conditioned Counterspeech Generation



@article{gupta2023counterspeeches,
  title={Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation},
  author={Gupta, Rishabh and Desai, Shaily and Goel, Manvi and Bandhakavi, Anil and Chakraborty, Tanmoy and Akhtar, Md Shad},
  journal={arXiv preprint arXiv:2305.13776},
  year={2023}
}



A Comprehensive Understanding of
Code-mixed Language Semantics using
Hierarchical Transformer

@article{sengupta2022comprehensive,
  title={A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer},
  author={Sengupta, Ayan and Suresh, Tharun and Akhtar, Md Shad and Chakraborty, Tanmoy},
  journal={arXiv preprint arXiv:2204.12753},
  year={2022}
}

Emotion Flip Reasoning in Multiparty Conversations

@article{kumar2023emotion,
  title={Emotion Flip Reasoning in Multiparty Conversations},
  author={Kumar, Shivani and Dudeja, Shubham and Akhtar, Md Shad and Chakraborty, Tanmoy},
  journal={arXiv preprint arXiv:2306.13959},
  year={2023}
}
Multi-Modal Sarcasm Detection and Humor
Classification in Code-Mixed Conversations

@article{bedi2021multi,
  title={Multi-modal sarcasm detection and humor classification in code-mixed conversations},
  author={Bedi, Manjot and Kumar, Shivani and Akhtar, Md Shad and Chakraborty, Tanmoy},
  journal={IEEE Transactions on Affective Computing},
  year={2021},
  publisher={IEEE}
}

Are Large Language Models Really Good
Logical Reasoners? A Comprehensive
Evaluation and Beyond

@article{xu2023large,
  title={Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation From Deductive, Inductive and Abductive Views},
  author={Xu, Fangzhi and Lin, Qika and Han, Jiawei and Zhao, Tianzhe and Liu, Jun and Cambria, Erik},
  journal={arXiv preprint arXiv:2306.09841},
  year={2023}
}

Explaining (Sarcastic) Utterances to Enhance Affect Understanding in
Multimodal Dialogues

@inproceedings{kumar2023explaining,
  title={Explaining (sarcastic) utterances to enhance affect understanding in multimodal dialogues},
  author={Kumar, Shivani and Mondal, Ishani and Akhtar, Md Shad and Chakraborty, Tanmoy},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={37},
  number={11},
  pages={12986--12994},
  year={2023}
}

Nice Perfume. How Long Did You Marinate in It?
Multimodal Sarcasm Explanation
@inproceedings{desai2022nice,
  title={Nice perfume. How long did you marinate in it? Multimodal Sarcasm Explanation},
  author={Desai, Poorav and Chakraborty, Tanmoy and Akhtar, Md Shad},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={36},
  number={10},
  pages={10563--10571},
  year={2022}
}


When did you become so smart, oh wise one?! Sarcasm Explanation in
Multi-modal Multi-party Dialogues

@article{kumar2022did,
  title={When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues},
  author={Kumar, Shivani and Kulkarni, Atharva and Akhtar, Md Shad and Chakraborty, Tanmoy},
  journal={arXiv preprint arXiv:2203.06419},
  year={2022}
}
@article{vasanth2022dynamic,
  title={Dynamic Fusion of Text, Video and Audio models for Sentiment Analysis},
  author={Vasanth, K and Srideviponmalar, P and Shete, Vikram and Ravi, CN and others},
  journal={Procedia Computer Science},
  volume={215},
  pages={211--219},
  year={2022},
  publisher={Elsevier}
}

@inproceedings{yadav2021twitter,
  title={Twitter sentiment analysis using supervised machine learning},
  author={Yadav, Nikhil and Kudale, Omkar and Rao, Aditi and Gupta, Srishti and Shitole, Ajitkumar},
  booktitle={Intelligent data communication technologies and internet of things: Proceedings of ICICI 2020},
  pages={631--642},
  year={2021},
  organization={Springer}
}


@article{prescott2023multi,
  title={Multi-task \& Multi-modal Sentiment Analysis Model Based on Aware Fusion},
  author={Sisi, Wu and Jing, Ma},
  journal={Data Analysis and Knowledge Discovery},
  volume={7},
  number={10},
  pages={74--84},
  year={2023}
}

@article{naseem2020transformer,
  title={Transformer based deep intelligent contextual embedding for twitter sentiment analysis},
  author={Naseem, Usman and Razzak, Imran and Musial, Katarzyna and Imran, Muhammad},
  journal={Future Generation Computer Systems},
  volume={113},
  pages={58--69},
  year={2020},
  publisher={Elsevier}
}

\section{Introduction}
@article{cuadrado2023team,title = {Team UTB-NLP at FinancES 2023: Financial Targeted Sentiment Analysis Using a Phonestheme Semantic Approach},journal = {CEUR Workshop Proceedings},year = {2023},volume = {3496},author = {Cuadrado, J. and Martinez, E. and Martinez-Santos, J.C. and Puertas, E.}}

@INPROCEEDINGS{9989700,
  author={Puertas, Edwin and Martinez-Santos, Juan Carlos and Andrés Pertuz-Duran, Pablo},
  booktitle={2022 IEEE ANDESCON}, 
  title={Presidential preferences in Colombia through Sentiment Analysis}, 
  year={2022},
  volume={},
  number={},
  pages={1-5},
  keywords={Analytical models;Sentiment analysis;Social networking (online);Natural languages;Blogs;Bit error rate;Machine learning;natural language processing;sentimental analysis;presidential debate;language model},
  doi={10.1109/ANDESCON56260.2022.9989700}}

@article{martinez2023automated,
title = {Automated Depression Detection in Text Data: Leveraging Lexical Features, Phonesthemes Embedding, and RoBERTa Transformer Model},
journal = {CEUR Workshop Proceedings},
year = {2023},volume = {3496},
author = {Martinez, E. and Cuadrado, J. and Pe{\~n}a, D. and Martinez-Santos, J.C. and Puertas, E.}}

@inproceedings{cuadrado2023utb,
  title={Utb-nlp at semeval-2023 task 3: Weirdness, lexical features for detecting categorical framings, and persuasion in online news},
  author={Cuadrado, Juan and Martinez, Elizabeth and Morillo, Anderson and Pe{\~n}a, Daniel and Sossa, Kevin and Martinez-Santos, Juan and Puertas, Edwin},
  booktitle={Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)},
  pages={1551--1557},
  year={2023}
}

@article{moreno2019celebrity,
  title={Celebrity profiling on twitter using sociolinguistic},
  author={Moreno-Sandoval, Luis Gabriel and Puertas, Edwin and Plaza-del-Arco, Flor Miriam and Pomares-Quimbaya, Alexandra and Alvarado-Valencia, Jorge Andres and Alfonso, L},
  journal={CLEF (Working Notes)},
  year={2019}
}

@article{puertas2021detection,
  title={Detection of sociolinguistic features in digital social networks for the detection of communities},
  author={Puertas, Edwin and Moreno-Sandoval, Luis Gabriel and Redondo, Javier and Alvarado-Valencia, Jorge Andres and Pomares-Quimbaya, Alexandra},
  journal={Cognitive Computation},
  volume={13},
  pages={518--537},
  year={2021},
  publisher={Springer}
}

@article{puertas2019bots,
  title={Bots and gender profiling on twitter using sociolinguistic features},
  author={Puertas, Edwin and Moreno-Sandoval, Luis Gabriel and Plaza-del Arco, Flor Miriam and Alvarado-Valencia, Jorge Andres and Pomares-Quimbaya, Alexandra and Alfonso, L},
  journal={CLEF (Working Notes)},
  pages={1--8},
  year={2019}
}


@inproceedings{puertas2021phonetic,
    title = {Phonetic Detection for Hate Speech Spreaders on Twitter},
    author = {Puertas, Edwin and Martinez-Santos, Juan Carlos},
    booktitle = {CLEF},
    year = {2021}
} 



@article{marrugo2023natural,
  title={Natural language content evaluation system for multiclass detection of hate speech in tweets using transformers},
  author={Marrugo-Tob{\'o}n, Duv{\'a}n Andres and Martinez-Santos, Juan Carlos and Puertas, Edwin},
  journal={In Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023).},
  year={2023},
  publisher={Cartagena de Indias}
}

@InProceedings{moreno2020assembly,
    author = {{Luis Gabriel} Moreno-Sandoval and Edwin Puertas and Alexandra Pomares-Quimbaya and and Jorge Andres Alvarado-Valencia},
    booktitle = {{CLEF 2020 Labs and Workshops, Notebook Papers}},
    editor = {Linda Cappellato and Carsten Eickhoff and Nicola Ferro and Aur{\'e}lie N{\'e}v{\'e}ol},
    month = {sep},
    publisher = {CEUR-WS.org},
    title = {{Assembly of Polarity, Emotion and User Statistics for Detection of Fake Profiles---Notebook for PAN at CLEF 2020}},
    year = {2020}
} 


@ARTICLE{wang2023multimodal,
author={Wang, Fanfan and Ding, Zixiang and Xia, Rui and Li, Zhaoyu and Yu, Jianfei},
journal={IEEE Transactions on Affective Computing}, 
title={Multimodal Emotion-Cause Pair Extraction in Conversations}, 
year={2023},
volume={14},
number={3},
pages={1832-1844},
}

@inproceedings{xia2019emotion,
title={Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts},
author={Xia, Rui and Ding, Zixiang},
booktitle={Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
pages={1003--1012},
year={2019}
}

@InProceedings{wang-EtAl:2024:SemEval20244,
  author = {Wang, Fanfan  and  Ma, Heqing  and  Xia, Rui  and  Yu, Jianfei  and  Cambria, Erik},
  title = {SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations},
  booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)},
  month = {June},
  year = {2024},
  address = {Mexico City, Mexico},
  publisher = {Association for Computational Linguistics},
  pages = {2022--2033},
  url = {https://aclanthology.org/2024.semeval2024-1.273}
}
