Saif M. Mohammad

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 78

Top Topics

Interactive Visual

Sentiment Analysis

Natural Language Processing

Top Venues

Publications

Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, Sanchit Ahuja, Alham Fikri Aji, Vladimir Araujo, Abinew Ali Ayele, Pavan Baswani, Meriem Beloucif, Chris Biemann, Sofia Bourhim, Christine de Kock, Genet Shanko Dekebo, Oumaima Hourrane, Gopichand Kanumolu, Lokesh Madasu, Samuel Rutunda, Manish Shrivastava, Thamar Solorio, Nirmal Surange, Hailegnaw Getaneh Tilaye, Krishnapriya Vishnubhotla, Genta Indra Winata, Seid Muhie Yimam, Saif M. Mohammad
SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages. CoRR (2024)
Daniela Teodorescu, Alona Fyshe, Saif M. Mohammad
Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age. CoRR (2023)
Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Seid Muhie Yimam, David Ifeoluwa Adelani, Ibrahim Said Ahmad, Nedjma Ousidhoum, Abinew Ali Ayele, Saif M. Mohammad, Meriem Beloucif, Sebastian Ruder
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval). SemEval@ACL (2023)
Daniela Teodorescu, Alona Fyshe, Saif M. Mohammad
Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age. WASSA@ACL (2023)
Daniela Teodorescu, Tiffany Cheng, Alona Fyshe, Saif M. Mohammad
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers. CoRR (2023)
Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych
A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? EMNLP (2023)
Shamsuddeen Muhammad, Idris Abdulmumin, Abinew Ali Ayele, Nedjma Ousidhoum, David Ifeoluwa Adelani, Seid Muhie Yimam, Ibrahim Said Ahmad, Meriem Beloucif, Saif M. Mohammad, Sebastian Ruder, Oumaima Hourrane, Alípio Jorge, Pavel Brazdil, Felermino Dário Mário António Ali, Davis David, Salomey Osei, Bello Shehu Bello, Falalu Ibrahim Lawan, Tajuddeen Gwadabe, Samuel Rutunda, Tadesse Destaw Belay, Wendimu Baye Messelle, Hailu Beshada Balcha, Sisay Adugna Chala, Hagos Tesfahun Gebremichael, Bernard Opoku, Stephen Arthur
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. EMNLP (2023)
Daniela Teodorescu, Saif M. Mohammad
Generating High-Quality Emotion Arcs For Low-Resource Languages Using Emotion Lexicons. CoRR (2023)
Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad
Forgotten Knowledge: Examining the Citational Amnesia in NLP. CoRR (2023)
Mohamed Abdalla, Jan Philip Wahle, Terry Ruas, Aurélie Névéol, Fanny Ducel, Saif M. Mohammad, Karën Fort
The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research. CoRR (2023)
Daniela Teodorescu, Tiffany Cheng, Alona Fyshe, Saif M. Mohammad
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers. EMNLP (2023)
Jan Philip Wahle, Terry Ruas, Mohamed Abdalla, Bela Gipp, Saif M. Mohammad
We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields. EMNLP (2023)
Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Seid Muhie Yimam, David Ifeoluwa Adelani, Ibrahim Said Ahmad, Nedjma Ousidhoum, Abinew Ali Ayele, Saif M. Mohammad, Meriem Beloucif
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval). CoRR (2023)
Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad
Forgotten Knowledge: Examining the Citational Amnesia in NLP. ACL (1) (2023)
Jan Philip Wahle, Terry Ruas, Saif M. Mohammad, Norman Meuschke, Bela Gipp
AI Usage Cards: Responsibly Reporting AI-generated Content. CoRR (2023)
Daniela Teodorescu, Saif M. Mohammad
Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis. EMNLP (Findings) (2023)
Mohamed Abdalla, Krishnapriya Vishnubhotla, Saif M. Mohammad
What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study. EACL (2023)
Jan Philip Wahle, Terry Ruas, Mohamed Abdalla, Bela Gipp, Saif M. Mohammad
We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields. CoRR (2023)
Jan Philip Wahle, Terry Ruas, Saif M. Mohammad, Norman Meuschke, Bela Gipp
AI Usage Cards: Responsibly Reporting AI-Generated Content. JCDL (2023)
Mohamed Abdalla, Jan Philip Wahle, Terry Lima Ruas, Aurélie Névéol, Fanny Ducel, Saif M. Mohammad, Karën Fort
The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research. ACL (1) (2023)
Krishnapriya Vishnubhotla, Saif M. Mohammad
TUSC: Emotion Word Usage in Tweets from US and Canada. LREC (2022)
Terry Ruas, Jan Philip Wahle, Lennart Küll, Saif M. Mohammad, Bela Gipp
CS-Insights: A System for Analyzing Computer Science Research. CoRR (2022)
Daniela Teodorescu, Saif M. Mohammad
Frustratingly Easy Sentiment Analysis of Text Streams: Generating High-Quality Emotion Arcs Using Emotion Lexicons. CoRR (2022)
Jan Philip Wahle, Terry Ruas, Saif M. Mohammad, Bela Gipp
D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research. LREC (2022)
Saif M. Mohammad
Best Practices in the Creation and Use of Emotion Lexicons. CoRR (2022)
Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang
Geographic Citation Gaps in NLP Research. EMNLP (2022)
Krishnapriya Vishnubhotla, Saif M. Mohammad
Tweet Emotion Dynamics: Emotion Word Usage in Tweets from US and Canada. CoRR (2022)
Jan Philip Wahle, Terry Ruas, Saif M. Mohammad, Bela Gipp
D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research. CoRR (2022)
Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang
Geographic Citation Gaps in NLP Research. CoRR (2022)
Saif M. Mohammad
Ethics Sheets for AI Tasks. ACL (1) (2022)
Saif M. Mohammad
Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis. Comput. Linguistics 48 (2) (2022)
Saif M. Mohammad
Ethics Sheets for AI Tasks. CoRR (2021)
Saif M. Mohammad
Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis. CoRR (2021)
Mohamed Abdalla, Krishnapriya Vishnubhotla, Saif M. Mohammad
What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study. CoRR (2021)
Will E. Hipson, Saif M. Mohammad
Emotion Dynamics in Movie Dialogues. CoRR (2021)
Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova
Ruddit: Norms of Offensiveness for English Reddit Comments. ACL/IJCNLP (1) (2021)
Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova
Ruddit: Norms of Offensiveness for English Reddit Comments. CoRR (2021)
Saif M. Mohammad
Sentiment Analysis: Detecting Valence, Emotions, and Other Affectual States from Text. CoRR (2020)
Chris Kim, Uta Hinrichs, Saif M. Mohammad, Christopher Collins
Lexichrome: Text Construction and Lexical Discovery with Word-Color Associations Using Interactive Visualization. Conference on Designing Interactive Systems (2020)
Will E. Hipson, Saif M. Mohammad
PoKi: A Large Dataset of Poems by Children. CoRR (2020)
Saif M. Mohammad
WordWars: A Dataset to Examine the Natural Selection of Words. LREC (2020)
Saif M. Mohammad
Examining Citations of Natural Language Processing Literature. CoRR (2020)
Will E. Hipson, Saif M. Mohammad
PoKi: A Large Dataset of Poems by Children. LREC (2020)
Saif M. Mohammad
Practical and Ethical Considerations in the Effective use of Emotion and Sentiment Lexicons. CoRR (2020)
Svetlana Kiritchenko, Will E. Hipson, Robert J. Coplan, Saif M. Mohammad
SOLO: A Corpus of Tweets for Examining the State of Being Alone. CoRR (2020)
Saif M. Mohammad
NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature. CoRR (2020)
Saif M. Mohammad
Examining Citations of Natural Language Processing Literature. ACL (2020)
Saif M. Mohammad
Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations. ACL (2020)
Svetlana Kiritchenko, Will E. Hipson, Robert J. Coplan, Saif M. Mohammad
SOLO: A Corpus of Tweets for Examining the State of Being Alone. LREC (2020)
Saif M. Mohammad
Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations. CoRR (2020)
Saif M. Mohammad
NLP Scholar: A Dataset for Examining the State of NLP Research. LREC (2020)
Saif M. Mohammad
NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature. ACL (demo) (2020)
Peter D. Turney, Saif M. Mohammad
The Natural Selection of Words: Finding the Features of Fitness. CoRR (2019)
Saif M. Mohammad
The State of NLP Literature: A Diachronic Analysis of the ACL Anthology. CoRR (2019)
Sara Rosenthal, Saif M. Mohammad, Preslav Nakov, Alan Ritter, Svetlana Kiritchenko, Veselin Stoyanov
SemEval-2015 Task 10: Sentiment Analysis in Twitter. CoRR (2019)
Felipe Bravo-Marquez, Eibe Frank, Bernhard Pfahringer, Saif M. Mohammad
AffectiveTweets: a Weka Package for Analyzing Affect in Tweets. J. Mach. Learn. Res. 20 (2019)
Svetlana Kiritchenko, Saif M. Mohammad, Jason Morin, Berry de Bruijn
NRC-Canada at SMM4H Shared Task: Classifying Tweets Mentioning Adverse Drug Reactions and Medication Intake. CoRR (2018)
Svetlana Kiritchenko, Saif M. Mohammad
Sentiment Composition of Words with Opposing Polarities. CoRR (2018)
Roman Klinger, Orphée De Clercq, Saif M. Mohammad, Alexandra Balahur
IEST: WASSA-2018 Implicit Emotions Shared Task. CoRR (2018)
Svetlana Kiritchenko, Saif M. Mohammad
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems. CoRR (2018)
Abeed Sarker, Maksim Belousov, Jasper Friedrichs, Kai Hakala, Svetlana Kiritchenko, Farrokh Mehryary, Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru, Berry de Bruijn, Filip Ginter, Debanjan Mahata, Saif M. Mohammad, Goran Nenadic, Graciela Gonzalez-Hernandez
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. 25 (10) (2018)
Svetlana Kiritchenko, Saif M. Mohammad
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best-Worst Scaling. CoRR (2017)
Saif M. Mohammad, Felipe Bravo-Marquez
WASSA-2017 Shared Task on Emotion Intensity. CoRR (2017)
Saif M. Mohammad, Parinaz Sobhani, Svetlana Kiritchenko
Stance and Sentiment in Tweets. ACM Trans. Internet Techn. 17 (3) (2017)
Saif M. Mohammad, Felipe Bravo-Marquez
Emotion Intensities in Tweets. CoRR (2017)
Svetlana Kiritchenko, Saif M. Mohammad
Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation. CoRR (2017)
Saif M. Mohammad
Word Affect Intensities. CoRR (2017)
Svetlana Kiritchenko, Saif M. Mohammad
The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition. CoRR (2017)
Svetlana Kiritchenko, Saif M. Mohammad, Jason Morin, Berry de Bruijn
NRC-Canada at SMM4H Shared Task: Classifying Tweets Mentioning Adverse Drug Reactions and Medication Intake. SMM4H@AMIA (2017)
Svetlana Kiritchenko, Saif M. Mohammad
Sentiment Composition of Words with Opposing Polarities. HLT-NAACL (2016)
Saif M. Mohammad, Parinaz Sobhani, Svetlana Kiritchenko
Stance and Sentiment in Tweets. CoRR (2016)
Saif M. Mohammad, Mohammad Salameh, Svetlana Kiritchenko
How Translation Alters Sentiment. J. Artif. Intell. Res. 55 (2016)
Preslav Nakov, Sara Rosenthal, Svetlana Kiritchenko, Saif M. Mohammad, Zornitsa Kozareva, Alan Ritter, Veselin Stoyanov, Xiaodan Zhu
Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts. Lang. Resour. Evaluation 50 (1) (2016)
Svetlana Kiritchenko, Saif M. Mohammad
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best-Worst Scaling. HLT-NAACL (2016)
Felipe Bravo-Marquez, Eibe Frank, Saif M. Mohammad, Bernhard Pfahringer
Determining Word-Emotion Associations from Tweets by Multi-label Classification. WI (2016)
Saif M. Mohammad, Svetlana Kiritchenko
Using Hashtags to Capture Fine Emotion Categories from Tweets. Comput. Intell. 31 (2) (2015)
Saif M. Mohammad, Xiaodan Zhu, Svetlana Kiritchenko, Joel D. Martin
Sentiment, emotion, purpose, and style in electoral tweets. Inf. Process. Manag. 51 (4) (2015)
Peter D. Turney, Saif M. Mohammad
Experiments with three approaches to recognizing lexical entailment. Nat. Lang. Eng. 21 (3) (2015)
Peter D. Turney, Saif M. Mohammad
Experiments with Three Approaches to Recognizing Lexical Entailment. CoRR (2014)
Svetlana Kiritchenko, Xiaodan Zhu, Saif M. Mohammad
Sentiment Analysis of Short Informal Texts. J. Artif. Intell. Res. 50 (2014)
Vahed Qazvinian, Dragomir R. Radev, Saif M. Mohammad, Bonnie J. Dorr, David M. Zajic, Michael Whidby, Taesun Moon
Generating Extractive Summaries of Scientific Paradigms. CoRR (2014)
Hannah Davis, Saif M. Mohammad
Generating Music from Literature. CoRR (2014)
Saif M. Mohammad, Tony Yang
Tracking Sentiment in Mail: How Genders Differ on Emotional Axes. CoRR (2013)
Saif M. Mohammad, Svetlana Kiritchenko, Joel D. Martin
Identifying purpose behind electoral tweets. WISDOM (2013)
Saif M. Mohammad, Svetlana Kiritchenko, Joel D. Martin
Identifying Purpose Behind Electoral Tweets. CoRR (2013)
Saif M. Mohammad, Svetlana Kiritchenko, Xiaodan Zhu
NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets. CoRR (2013)
Saif M. Mohammad, Svetlana Kiritchenko
Using Nuances of Emotion to Identify Personality. CoRR (2013)
Saif M. Mohammad
Even the Abstract have Colour: Consensus in Word-Colour Associations. CoRR (2013)
Saif M. Mohammad
From once upon a time to happily ever after: Tracking emotions in mail and books. Decis. Support Syst. 53 (4) (2012)