Saif M. Mohammad

Affiliations:
  • National Research Council (NRC), Ottawa, ON, Canada


According to our database1, Saif M. Mohammad authored at least 117 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Online presence:

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Bibliography

2024
Citation Amnesia: NLP and Other Academic Fields Are in a Citation Age Recession.
CoRR, 2024

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages.
CoRR, 2024

2023
Generating High-Quality Emotion Arcs For Low-Resource Languages Using Emotion Lexicons.
CoRR, 2023

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages.
CoRR, 2023

Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age.
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval).
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

AI Usage Cards: Responsibly Reporting AI-Generated Content.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why?
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023


Best Practices in the Creation and Use of Emotion Lexicons.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Forgotten Knowledge: Examining the Citational Amnesia in NLP.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Frustratingly Easy Sentiment Analysis of Text Streams: Generating High-Quality Emotion Arcs Using Emotion Lexicons.
CoRR, 2022

CS-Insights: A System for Analyzing Computer Science Research.
CoRR, 2022

Tweet Emotion Dynamics: Emotion Word Usage in Tweets from US and Canada.
CoRR, 2022

Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis.
Comput. Linguistics, 2022

D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

TUSC: Emotion Word Usage in Tweets from US and Canada.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Geographic Citation Gaps in NLP Research.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Ethics Sheets for AI Tasks.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Emotion Dynamics in Movie Dialogues.
CoRR, 2021

Ruddit: Norms of Offensiveness for English Reddit Comments.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Practical and Ethical Considerations in the Effective use of Emotion and Sentiment Lexicons.
CoRR, 2020

Sentiment Analysis: Detecting Valence, Emotions, and Other Affectual States from Text.
CoRR, 2020

WordWars: A Dataset to Examine the Natural Selection of Words.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

NLP Scholar: A Dataset for Examining the State of NLP Research.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

SOLO: A Corpus of Tweets for Examining the State of Being Alone.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

PoKi: A Large Dataset of Poems by Children.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Examining Citations of Natural Language Processing Literature.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Lexichrome: Text Construction and Lexical Discovery with Word-Color Associations Using Interactive Visualization.
Proceedings of the DIS '20: Designing Interactive Systems Conference 2020, 2020

2019
AffectiveTweets: a Weka Package for Analyzing Affect in Tweets.
J. Mach. Learn. Res., 2019

The State of NLP Literature: A Diachronic Analysis of the ACL Anthology.
CoRR, 2019

The Natural Selection of Words: Finding the Features of Fitness.
CoRR, 2019

How do we feel when a robot dies? Emotions expressed on Twitter before and after hitchBOT's destruction.
Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, 2019

Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task.
J. Am. Medical Informatics Assoc., 2018

IEST: WASSA-2018 Implicit Emotions Shared Task.
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

Agree or Disagree: Predicting Judgments on Nuanced Assertions.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

DeepMiner at SemEval-2018 Task 1: Emotion Intensity Recognition Using Deep Representation Learning.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

SemEval-2018 Task 1: Affect in Tweets.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Quantifying Qualitative Data for Understanding Controversial Issues.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

WikiArt Emotions: An Annotated Dataset of Emotions Evoked by Art.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Understanding Emotions: A Dataset of Tweets to Study Interactions between Affect Categories.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Word Affect Intensities.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20, 000 English Words.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Stance and Sentiment in Tweets.
ACM Trans. Internet Techn., 2017

WASSA-2017 Shared Task on Emotion Intensity.
Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

Emotion Intensities in Tweets.
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

NRC-Canada at SMM4H Shared Task: Classifying Tweets Mentioning Adverse Drug Reactions and Medication Intake.
Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts.
Lang. Resour. Evaluation, 2016

How Translation Alters Sentiment.
J. Artif. Intell. Res., 2016

Determining Word-Emotion Associations from Tweets by Multi-label Classification.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

A Practical Guide to Sentiment Annotation: Challenges and Solutions.
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016

The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition.
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016

Detecting Stance in Tweets And Analyzing its Interaction with Sentiment.
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016

Metaphor as a Medium for Emotion: An Empirical Study.
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016

SemEval-2016 Task 6: Detecting Stance in Tweets.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

SemEval-2016 Task 7: Determining Sentiment Intensity of English and Arabic Phrases.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Sentiment Composition of Words with Opposing Polarities.
Proceedings of the NAACL HLT 2016, 2016

Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best-Worst Scaling.
Proceedings of the NAACL HLT 2016, 2016

Sentiment Lexicons for Arabic Social Media.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

A Dataset for Detecting Stance in Tweets.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Happy Accident: A Sentiment Composition Lexicon for Opposing Polarity Phrases.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2015
Experiments with three approaches to recognizing lexical entailment.
Nat. Lang. Eng., 2015

Sentiment, emotion, purpose, and style in electoral tweets.
Inf. Process. Manag., 2015

Using Hashtags to Capture Fine Emotion Categories from Tweets.
Comput. Intell., 2015

Imagisaurus: An Interactive Visualizer of Valence and Emotion in the Roget's Thesaurus.
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015

SemEval-2015 Task 10: Sentiment Analysis in Twitter.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Sentiment after Translation: A Case-Study on Arabic Social Media Posts.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014
Sentiment Analysis of Short Informal Texts.
J. Artif. Intell. Res., 2014

Semantic Role Labeling of Emotions in Tweets.
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

Words: Evaluative, Emotional, Colourful, Musical!
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

NRC-Canada-2014: Recent Improvements in the Sentiment Analysis of Tweets.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

NRC-Canada-2014: Detecting Aspects and Sentiment in Customer Reviews.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Generating Music from Literature.
Proceedings of the 3rd Workshop on Computational Linguistics for Literature, 2014

An Empirical Study on the Effect of Negation Words on Sentiment.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Generating Extractive Summaries of Scientific Paradigms.
J. Artif. Intell. Res., 2013

Using Nuances of Emotion to Identify Personality.
CoRR, 2013

Even the Abstract have Colour: Consensus in Word-Colour Associations.
CoRR, 2013

Computing Lexical Contrast.
Comput. Linguistics, 2013

Crowdsourcing a Word-Emotion Association Lexicon.
Comput. Intell., 2013

NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Identifying purpose behind electoral tweets.
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining, 2013

2012
Semantic Distance Measures with Distributional Profiles of Coarse-Grained Concepts.
Proceedings of the Modeling, 2012

From once upon a time to happily ever after: Tracking emotions in mail and books.
Decis. Support Syst., 2012

Distributional Measures as Proxies for Semantic Relatedness
CoRR, 2012

Distributional Measures of Semantic Distance: A Survey
CoRR, 2012

#Emotional Tweets.
Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012

SemEval-2012 Task 2: Measuring Degrees of Relational Similarity.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Portable Features for Classifying Emotional Text.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

2011
Tracking Sentiment in Mail: How Genders Differ on Emotional Axes.
Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis, 2011

Getting Emotional About News.
Proceedings of the Fourth Text Analysis Conference, 2011

From Once Upon a Time to Happily Ever After: Tracking Emotions in Novels and Fairy Tales.
Proceedings of the 5th ACL Workshop on Language Technology for Cultural Heritage, 2011

Even the Abstract have Color: Consensus in Word-Colour Associations.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Colourful Language: Measuring Word-Colour Associations.
Proceedings of the 2nd Workshop on Cognitive Modeling and Computational Linguistics, 2011

2009
Using Citations to Generate surveys of Scientific Paradigms.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Generating High-Coverage Semantic Orientation Lexicons From Overtly Marked Words and a Thesaurus.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source - Corpus Hybrid Models.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Cross-Document Coreference Resolution: A Key Technology for Learning by Reading.
Proceedings of the Learning by Reading and Learning to Read, 2009

2008
Measuring Semantic Distance using Distributional Profiles of Concepts.
PhD thesis, 2008

Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment.
Proceedings of the First Text Analysis Conference, 2008

Computing Word-Pair Antonymy.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007
Tor, TorMd: Distributional Profiles of Concepts for Unsupervised Word Sense Disambiguation.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

Cross-Lingual Distributional Profiles of Concepts for Measuring Semantic Distance.
Proceedings of the EMNLP-CoNLL 2007, 2007

2006
Distributional measures of concept-distance: A task-oriented evaluation.
Proceedings of the EMNLP 2006, 2006

Determining Word Sense Dominance Using a Thesaurus.
Proceedings of the EACL 2006, 2006

2004
Complementarity of lexical and simple syntactic features: The SyntaLex approach to Senseval-3.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation.
Proceedings of the Eighth Conference on Computational Natural Language Learning, 2004

2003
Guaranteed Pre-tagging for the Brill Tagger.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003


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