Guaranteed Pre-tagging for the Brill Tagger. - Saif M. Mohammad; Ted Pedersen (CICLing, 2003)

Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation. - Saif M. Mohammad; Ted Pedersen (CoNLL, 2004)

Complementarity of lexical and simple syntactic features: The SyntaLex approach to Senseval-3. - Saif M. Mohammad; Ted Pedersen (SENSEVAL@ACL, 2004)

Determining Word Sense Dominance Using a Thesaurus. - Saif M. Mohammad; Graeme Hirst (EACL, 2006)

Distributional measures of concept-distance: A task-oriented evaluation. - Saif M. Mohammad; Graeme Hirst (EMNLP, 2006)

Cross-Lingual Distributional Profiles of Concepts for Measuring Semantic Distance. - Saif M. Mohammad; Iryna Gurevych; Graeme Hirst; Torsten Zesch (EMNLP-CoNLL, 2007)

Tor, TorMd: Distributional Profiles of Concepts for Unsupervised Word Sense Disambiguation. - Saif M. Mohammad; Graeme Hirst; Philip Resnik (SemEval@ACL, 2007)

Computing Word-Pair Antonymy. - Saif M. Mohammad; Bonnie J. Dorr; Graeme Hirst (EMNLP, 2008)

Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment. - Saif M. Mohammad; Bonnie J. Dorr; Melissa Egan; Nitin Madnani; David M. Zajic; Jimmy Lin (TAC, 2008)

Measuring Semantic Distance using Distributional Profiles of Concepts. - Saif M. Mohammad (2008)

Cross-Document Coreference Resolution: A Key Technology for Learning by Reading. - James Mayfield; David Alexander; Bonnie J. Dorr; Jason Eisner; Tamer Elsayed; Tim Finin; Clayton Fink; Marjorie Freedman; Nikesh Garera; Paul McNamee; Saif M. Mohammad; Douglas W. Oard; et al. (AAAI Spring Symposium: Learning by Reading and Learning to Read, 2009)

Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source - Corpus Hybrid Models. - Yuval Marton; Saif M. Mohammad; Philip Resnik (EMNLP, 2009)

Generating High-Coverage Semantic Orientation Lexicons From Overtly Marked Words and a Thesaurus. - Saif M. Mohammad; Cody Dunne; Bonnie J. Dorr (EMNLP, 2009)

Using Citations to Generate surveys of Scientific Paradigms. - Saif M. Mohammad; Bonnie J. Dorr; Melissa Egan; Ahmed Hassan Awadallah; Pradeep Muthukrishnan; Vahed Qazvinian; Dragomir R. Radev; David M. Zajic (HLT-NAACL, 2009)

Colourful Language: Measuring Word-Colour Associations. - Saif M. Mohammad (CMCL@ACL, 2011)

Even the Abstract have Color: Consensus in Word-Colour Associations. - Saif M. Mohammad (ACL (2), 2011)

From Once Upon a Time to Happily Ever After: Tracking Emotions in Novels and Fairy Tales. - Saif M. Mohammad (LaTeCH@ACL, 2011)

Getting Emotional About News. - Alistair Kennedy; Anna Kazantseva; Terry Copeck; Diana Inkpen; Stan Szpakowicz; Saif M. Mohammad (TAC, 2011)

Tracking Sentiment in Mail: How Genders Differ on Emotional Axes. - Saif M. Mohammad; Tony Yang (WASSA@ACL, 2011)

Portable Features for Classifying Emotional Text. - Saif M. Mohammad (HLT-NAACL, 2012)

SemEval-2012 Task 2: Measuring Degrees of Relational Similarity. - David Jurgens; Saif M. Mohammad; Peter D. Turney; Keith J. Holyoak (SemEval@NAACL-HLT, 2012)

#Emotional Tweets. - Saif M. Mohammad (*SEM@NAACL-HLT, 2012)

Distributional Measures of Semantic Distance: A Survey - Saif M. Mohammad; Graeme Hirst (CoRR, 2012)

Distributional Measures as Proxies for Semantic Relatedness - Saif M. Mohammad; Graeme Hirst (CoRR, 2012)

From once upon a time to happily ever after: Tracking emotions in mail and books. - Saif M. Mohammad (Decis. Support Syst., 2012)

Semantic Distance Measures with Distributional Profiles of Coarse-Grained Concepts. - Graeme Hirst; Saif M. Mohammad (Modeling, Learning, and Processing of Text Technological Data Structures, 2012)

Identifying purpose behind electoral tweets. - Saif M. Mohammad; Svetlana Kiritchenko; Joel D. Martin (WISDOM, 2013)

NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets. - Saif M. Mohammad; Svetlana Kiritchenko; Xiaodan Zhu 001 (SemEval@NAACL-HLT, 2013)

Crowdsourcing a Word-Emotion Association Lexicon. - Saif M. Mohammad; Peter D. Turney (Comput. Intell., 2013)

Computing Lexical Contrast. - Saif M. Mohammad; Bonnie J. Dorr; Graeme Hirst; Peter D. Turney (Comput. Linguistics, 2013)

Even the Abstract have Colour: Consensus in Word-Colour Associations. - Saif M. Mohammad (CoRR, 2013)

Using Nuances of Emotion to Identify Personality. - Saif M. Mohammad; Svetlana Kiritchenko (CoRR, 2013)

Generating Extractive Summaries of Scientific Paradigms. - Vahed Qazvinian; Dragomir R. Radev; Saif M. Mohammad; Bonnie J. Dorr; David M. Zajic; Michael Whidby; Taesun Moon (J. Artif. Intell. Res., 2013)

An Empirical Study on the Effect of Negation Words on Sentiment. - Xiaodan Zhu 001; Hongyu Guo; Saif M. Mohammad; Svetlana Kiritchenko (ACL (1), 2014)

Generating Music from Literature. - Hannah Davis; Saif M. Mohammad (CLfL@EACL, 2014)

NRC-Canada-2014: Detecting Aspects and Sentiment in Customer Reviews. - Svetlana Kiritchenko; Xiaodan Zhu 001; Colin Cherry; Saif M. Mohammad (SemEval@COLING, 2014)

NRC-Canada-2014: Recent Improvements in the Sentiment Analysis of Tweets. - Xiaodan Zhu 001; Svetlana Kiritchenko; Saif M. Mohammad (SemEval@COLING, 2014)

Words: Evaluative, Emotional, Colourful, Musical! - Saif M. Mohammad (WASSA@ACL, 2014)

Semantic Role Labeling of Emotions in Tweets. - Saif M. Mohammad; Xiaodan Zhu 001; Joel D. Martin (WASSA@ACL, 2014)

Sentiment Analysis of Short Informal Texts. - Svetlana Kiritchenko; Xiaodan Zhu 001; Saif M. Mohammad (J. Artif. Intell. Res., 2014)

Sentiment after Translation: A Case-Study on Arabic Social Media Posts. - Mohammad Salameh; Saif M. Mohammad; Svetlana Kiritchenko (HLT-NAACL, 2015)

SemEval-2015 Task 10: Sentiment Analysis in Twitter. - Sara Rosenthal; Preslav Nakov; Svetlana Kiritchenko; Saif M. Mohammad; Alan Ritter; Veselin Stoyanov (SemEval@NAACL-HLT, 2015)

Imagisaurus: An Interactive Visualizer of Valence and Emotion in the Roget's Thesaurus. - Saif M. Mohammad (WASSA@EMNLP, 2015)

Using Hashtags to Capture Fine Emotion Categories from Tweets. - Saif M. Mohammad; Svetlana Kiritchenko (Comput. Intell., 2015)

Sentiment, emotion, purpose, and style in electoral tweets. - Saif M. Mohammad; Xiaodan Zhu 001; Svetlana Kiritchenko; Joel D. Martin (Inf. Process. Manag., 2015)

Experiments with three approaches to recognizing lexical entailment. - Peter D. Turney; Saif M. Mohammad (Nat. Lang. Eng., 2015)

Happy Accident: A Sentiment Composition Lexicon for Opposing Polarity Phrases. - Svetlana Kiritchenko; Saif M. Mohammad (LREC, 2016)

A Dataset for Detecting Stance in Tweets. - Saif M. Mohammad; Svetlana Kiritchenko; Parinaz Sobhani; Xiaodan Zhu 001; Colin Cherry (LREC, 2016)

Sentiment Lexicons for Arabic Social Media. - Saif M. Mohammad; Mohammad Salameh; Svetlana Kiritchenko (LREC, 2016)

Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best-Worst Scaling. - Svetlana Kiritchenko; Saif M. Mohammad (HLT-NAACL, 2016)

Sentiment Composition of Words with Opposing Polarities. - Svetlana Kiritchenko; Saif M. Mohammad (HLT-NAACL, 2016)

SemEval-2016 Task 7: Determining Sentiment Intensity of English and Arabic Phrases. - Svetlana Kiritchenko; Saif M. Mohammad; Mohammad Salameh (SemEval@NAACL-HLT, 2016)

SemEval-2016 Task 6: Detecting Stance in Tweets. - Saif M. Mohammad; Svetlana Kiritchenko; Parinaz Sobhani; Xiaodan Zhu 001; Colin Cherry (SemEval@NAACL-HLT, 2016)

Metaphor as a Medium for Emotion: An Empirical Study. - Saif M. Mohammad; Ekaterina Shutova; Peter D. Turney (*SEM@ACL, 2016)

Detecting Stance in Tweets And Analyzing its Interaction with Sentiment. - Parinaz Sobhani; Saif M. Mohammad; Svetlana Kiritchenko (*SEM@ACL, 2016)

The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition. - Svetlana Kiritchenko; Saif M. Mohammad (WASSA@NAACL-HLT, 2016)

A Practical Guide to Sentiment Annotation: Challenges and Solutions. - Saif M. Mohammad (WASSA@NAACL-HLT, 2016)

Determining Word-Emotion Associations from Tweets by Multi-label Classification. - Felipe Bravo-Marquez; Eibe Frank; Saif M. Mohammad; Bernhard Pfahringer (WI, 2016)

How Translation Alters Sentiment. - Saif M. Mohammad; Mohammad Salameh; Svetlana Kiritchenko (J. Artif. Intell. Res., 2016)

Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts. - Preslav Nakov; Sara Rosenthal; Svetlana Kiritchenko; Saif M. Mohammad; Zornitsa Kozareva; Alan Ritter; Veselin Stoyanov; Xiaodan Zhu 001 (Lang. Resour. Evaluation, 2016)

Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation. - Svetlana Kiritchenko; Saif M. Mohammad (ACL (2), 2017)

NRC-Canada at SMM4H Shared Task: Classifying Tweets Mentioning Adverse Drug Reactions and Medication Intake. - Svetlana Kiritchenko; Saif M. Mohammad; Jason Morin; Berry de Bruijn (SMM4H@AMIA, 2017)

Emotion Intensities in Tweets. - Saif M. Mohammad; Felipe Bravo-Marquez (*SEM, 2017)

WASSA-2017 Shared Task on Emotion Intensity. - Saif M. Mohammad; Felipe Bravo-Marquez (WASSA@EMNLP, 2017)

Stance and Sentiment in Tweets. - Saif M. Mohammad; Parinaz Sobhani; Svetlana Kiritchenko (ACM Trans. Internet Techn., 2017)

Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20, 000 English Words. - Saif M. Mohammad (ACL (1), 2018)

Word Affect Intensities. - Saif M. Mohammad (LREC, 2018)

Understanding Emotions: A Dataset of Tweets to Study Interactions between Affect Categories. - Saif M. Mohammad; Svetlana Kiritchenko (LREC, 2018)

WikiArt Emotions: An Annotated Dataset of Emotions Evoked by Art. - Saif M. Mohammad; Svetlana Kiritchenko (LREC, 2018)

Quantifying Qualitative Data for Understanding Controversial Issues. - Michael Wojatzki; Saif M. Mohammad; Torsten Zesch; Svetlana Kiritchenko (LREC, 2018)

SemEval-2018 Task 1: Affect in Tweets. - Saif M. Mohammad; Felipe Bravo-Marquez; Mohammad Salameh; Svetlana Kiritchenko (SemEval@NAACL-HLT, 2018)

DeepMiner at SemEval-2018 Task 1: Emotion Intensity Recognition Using Deep Representation Learning. - Habibeh Naderi; Behrouz Haji Soleimani; Saif M. Mohammad; Svetlana Kiritchenko; Stan Matwin (SemEval@NAACL-HLT, 2018)

Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems. - Svetlana Kiritchenko; Saif M. Mohammad (*SEM@NAACL-HLT, 2018)

Agree or Disagree: Predicting Judgments on Nuanced Assertions. - Michael Wojatzki; Torsten Zesch; Saif M. Mohammad; Svetlana Kiritchenko (*SEM@NAACL-HLT, 2018)

IEST: WASSA-2018 Implicit Emotions Shared Task. - Roman Klinger; Orphée De Clercq; Saif M. Mohammad; Alexandra Balahur (WASSA@EMNLP, 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. - Abeed Sarker; Maksim Belousov; Jasper Friedrichs; Kai Hakala; Svetlana Kiritchenko; Farrokh Mehryary; Sifei Han; Tung Tran 001; Anthony Rios; Ramakanth Kavuluru; Berry de Bruijn; Filip Ginter; et al. (J. Am. Medical Informatics Assoc., 2018)

Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition. - Shima Asaadi; Saif M. Mohammad; Svetlana Kiritchenko (NAACL-HLT (1), 2019)

How do we feel when a robot dies? Emotions expressed on Twitter before and after hitchBOT's destruction. - Kathleen C. Fraser; Frauke Zeller; David Harris Smith; Saif M. Mohammad; Frank Rudzicz (WASSA@NAACL-HLT, 2019)

The Natural Selection of Words: Finding the Features of Fitness. - Peter D. Turney; Saif M. Mohammad (CoRR, 2019)

The State of NLP Literature: A Diachronic Analysis of the ACL Anthology. - Saif M. Mohammad (CoRR, 2019)

AffectiveTweets: a Weka Package for Analyzing Affect in Tweets. - Felipe Bravo-Marquez; Eibe Frank; Bernhard Pfahringer; Saif M. Mohammad (J. Mach. Learn. Res., 2019)

Lexichrome: Text Construction and Lexical Discovery with Word-Color Associations Using Interactive Visualization. - Chris Kim; Uta Hinrichs; Saif M. Mohammad; Christopher Collins 001 (Conference on Designing Interactive Systems, 2020)

Examining Citations of Natural Language Processing Literature. - Saif M. Mohammad (ACL, 2020)

Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations. - Saif M. Mohammad (ACL, 2020)

NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature. - Saif M. Mohammad (ACL (demo), 2020)

PoKi: A Large Dataset of Poems by Children. - Will E. Hipson; Saif M. Mohammad (LREC, 2020)

SOLO: A Corpus of Tweets for Examining the State of Being Alone. - Svetlana Kiritchenko; Will E. Hipson; Robert J. Coplan; Saif M. Mohammad (LREC, 2020)

NLP Scholar: A Dataset for Examining the State of NLP Research. - Saif M. Mohammad (LREC, 2020)

WordWars: A Dataset to Examine the Natural Selection of Words. - Saif M. Mohammad (LREC, 2020)

Sentiment Analysis: Detecting Valence, Emotions, and Other Affectual States from Text. - Saif M. Mohammad (CoRR, 2020)

Practical and Ethical Considerations in the Effective use of Emotion and Sentiment Lexicons. - Saif M. Mohammad (CoRR, 2020)

Ruddit: Norms of Offensiveness for English Reddit Comments. - Rishav Hada; Sohi Sudhir; Pushkar Mishra; Helen Yannakoudakis; Saif M. Mohammad; Ekaterina Shutova (ACL/IJCNLP (1), 2021)

Emotion Dynamics in Movie Dialogues. - Will E. Hipson; Saif M. Mohammad (CoRR, 2021)

Ethics Sheets for AI Tasks. - Saif M. Mohammad (ACL (1), 2022)

Geographic Citation Gaps in NLP Research. - Mukund Rungta; Janvijay Singh; Saif M. Mohammad; Diyi Yang (EMNLP, 2022)

TUSC: Emotion Word Usage in Tweets from US and Canada. - Krishnapriya Vishnubhotla; Saif M. Mohammad (LREC, 2022)

D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research. - Jan Philip Wahle; Terry Ruas; Saif M. Mohammad; Bela Gipp (LREC, 2022)

Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis. - Saif M. Mohammad (Comput. Linguistics, 2022)

Tweet Emotion Dynamics: Emotion Word Usage in Tweets from US and Canada. - Krishnapriya Vishnubhotla; Saif M. Mohammad (CoRR, 2022)

CS-Insights: A System for Analyzing Computer Science Research. - Terry Ruas; Jan Philip Wahle; Lennart Küll; Saif M. Mohammad; Bela Gipp (CoRR, 2022)

Frustratingly Easy Sentiment Analysis of Text Streams: Generating High-Quality Emotion Arcs Using Emotion Lexicons. - Daniela Teodorescu; Saif M. Mohammad (CoRR, 2022)

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research. - Mohamed Abdalla 001; Jan Philip Wahle; Terry Lima Ruas; Aurélie Névéol; Fanny Ducel; Saif M. Mohammad; Karën Fort (ACL (1), 2023)

Forgotten Knowledge: Examining the Citational Amnesia in NLP. - Janvijay Singh; Mukund Rungta; Diyi Yang; Saif M. Mohammad (ACL (1), 2023)

What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study. - Mohamed Abdalla 001; Krishnapriya Vishnubhotla; Saif M. Mohammad (EACL, 2023)

Best Practices in the Creation and Use of Emotion Lexicons. - Saif M. Mohammad (EACL (Findings), 2023)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan 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; et al. (EMNLP, 2023)

A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? - Aniket Pramanick; Yufang Hou 001; Saif M. Mohammad; Iryna Gurevych (EMNLP, 2023)

Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers. - Daniela Teodorescu; Tiffany Cheng; Alona Fyshe; Saif M. Mohammad (EMNLP, 2023)

Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis. - Daniela Teodorescu; Saif M. Mohammad (EMNLP (Findings), 2023)

We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields. - Jan Philip Wahle; Terry Ruas; Mohamed Abdalla 001; Bela Gipp; Saif M. Mohammad (EMNLP, 2023)

AI Usage Cards: Responsibly Reporting AI-Generated Content. - Jan Philip Wahle; Terry Ruas; Saif M. Mohammad; Norman Meuschke; Bela Gipp (JCDL, 2023)

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval). - 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@ACL, 2023)

Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age. - Daniela Teodorescu; Alona Fyshe; Saif M. Mohammad (WASSA@ACL, 2023)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan 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; Pavel Brazdil; et al. (CoRR, 2023)

Generating High-Quality Emotion Arcs For Low-Resource Languages Using Emotion Lexicons. - Daniela Teodorescu; Saif M. Mohammad (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (ACL (Findings), 2024)

The Emotion Dynamics of Literary Novels. - Krishnapriya Vishnubhotla; Adam Hammond; Graeme Hirst; Saif M. Mohammad (ACL (Findings), 2024)

Emotion Granularity from Text: An Aggregate-Level Indicator of Mental Health. - Krishnapriya Vishnubhotla; Daniela Teodorescu; Mallory J. Feldman; Kristen A. Lindquist; Saif M. Mohammad (EMNLP, 2024)

SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Meriem Beloucif; Christine de Kock; Oumaima Hourrane; Manish Shrivastava 001; et al. (SemEval@NAACL, 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (CoRR, 2024)

Citation Amnesia: NLP and Other Academic Fields Are in a Citation Age Recession. - Jan Philip Wahle; Terry Ruas; Mohamed Abdalla 001; Bela Gipp; Saif M. Mohammad (CoRR, 2024)

Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science. - Aniket Pramanick; Yufang Hou 001; Saif M. Mohammad; Iryna Gurevych (CoRR, 2024)

WorryWords: Norms of Anxiety Association for over 44k English Words. - Saif M. Mohammad (CoRR, 2024)

Words of Warmth: Trust and Sociability Norms for over 26k English Words. - Saif M. Mohammad (ACL (1), 2025)

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Nirmal Surange; Daniela Teodorescu; Ibrahim Said Ahmad; David Ifeoluwa Adelani; Alham Fikri Aji; et al. (ACL (1), 2025)

Building Better: Avoiding Pitfalls in Developing Language Resources when Data is Scarce. - Nedjma Ousidhoum; Meriem Beloucif; Saif M. Mohammad (ACL (1), 2025)

The Nature of NLP: Analyzing Contributions in NLP Papers. - Aniket Pramanick; Yufang Hou 001; Saif M. Mohammad; Iryna Gurevych (ACL (1), 2025)

Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields. - Jan Philip Wahle; Terry Lima Ruas; Mohamed Abdalla 001; Bela Gipp; Saif M. Mohammad (COLING, 2025)

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Seid Muhie Yimam; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Tadesse Destaw Belay; Ibrahim Said Ahmad; Nirmal Surange; Daniela Teodorescu; et al. (CoRR, 2025)

NRC VAD Lexicon v2: Norms for Valence, Arousal, and Dominance for over 55k English Terms. - Saif M. Mohammad (CoRR, 2025)

The Language of Interoception: Examining Embodiment and Emotion Through a Corpus of Body Part Mentions. - Sophie Wu; Jan Philip Wahle; Saif M. Mohammad (CoRR, 2025)

What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse. - Shijia Zhou; Siyao Peng; Simon Luebke; Jörg Haßler; Mario Haim; Saif M. Mohammad; Barbara Plank (CoRR, 2025)