Search Results for author: Saif Mohammad

Found 32 papers, 2 papers with code

Ethics Sheets for AI Tasks

no code implementations ACL 2022 Saif Mohammad

I will also present a template for ethics sheets with 50 ethical considerations, using the task of emotion recognition as a running example.

Emotion Recognition Ethics +1

Assessing Language Model Deployment with Risk Cards

1 code implementation31 Mar 2023 Leon Derczynski, Hannah Rose Kirk, Vidhisha Balachandran, Sachin Kumar, Yulia Tsvetkov, M. R. Leiser, Saif Mohammad

However, there is no risk-centric framework for documenting the complexity of a landscape in which some risks are shared across models and contexts, while others are specific, and where certain conditions may be required for risks to manifest as harms.

Language Modelling Text Generation

Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition

no code implementations NAACL 2019 Shima Asaadi, Saif Mohammad, Svetlana Kiritchenko

Finally, we present benchmark experiments on using the relatedness dataset as a testbed to evaluate simple unsupervised measures of semantic composition.

Semantic Composition

SemEval-2018 Task 1: Affect in Tweets

no code implementations SEMEVAL 2018 Saif Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, Svetlana Kiritchenko

We present the SemEval-2018 Task 1: Affect in Tweets, which includes an array of subtasks on inferring the affectual state of a person from their tweet.

Classification Emotion Classification +2

Agree or Disagree: Predicting Judgments on Nuanced Assertions

1 code implementation SEMEVAL 2018 Michael Wojatzki, Torsten Zesch, Saif Mohammad, Svetlana Kiritchenko

Being able to predict whether people agree or disagree with an assertion (i. e. an explicit, self-contained statement) has several applications ranging from predicting how many people will like or dislike a social media post to classifying posts based on whether they are in accordance with a particular point of view.

A Dataset for Detecting Stance in Tweets

no code implementations LREC 2016 Saif Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, Xiaodan Zhu, Colin Cherry

Apart from stance, the tweets are also annotated for whether the target of interest is the target of opinion in the tweet.

Happy Accident: A Sentiment Composition Lexicon for Opposing Polarity Phrases

no code implementations LREC 2016 Svetlana Kiritchenko, Saif Mohammad

Sentiment composition is the determining of sentiment of a multi-word linguistic unit, such as a phrase or a sentence, based on its constituents.

From Once Upon a Time to Happily Ever After: Tracking Emotions in Novels and Fairy Tales

no code implementations23 Sep 2013 Saif Mohammad

We introduce the concept of emotion word density, and using the Brothers Grimm fairy tales as example, we show how collections of text can be organized for better search.

Sentiment Analysis

Colourful Language: Measuring Word-Colour Associations

no code implementations20 Sep 2013 Saif Mohammad

Since many real-world concepts are associated with colour, for example danger with red, linguistic information is often complimented with the use of appropriate colours in information visualization and product marketing.


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