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Saif Mohammad

5 accepted papers

2024

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages

Nedjma Ousidhoum, Shamsuddeen Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Ahmad, Sanchit Ahuja +21
ACL 2024findings

Exploring and quantifying semantic relatedness is central to representing language and holds significant implications across various NLP tasks. While earlier NLP research primarily focused on semantic similarity, often within the English language context, we instead investigate the broader phenomeno…

Cited by 10Source ↗PDF ↗code ↗Scholar ↗
2024

The Emotion Dynamics of Literary Novels

Krishnapriya Vishnubhotla, Adam Hammond, Graeme Hirst, Saif Mohammad
ACL 2024findings

Stories are rich in the emotions they exhibit in their narratives and evoke in the readers. The emotional journeys of the various characters within a story are central to their appeal. Computational analysis of the emotions of novels, however, has rarely examined the variation in the emotional traje…

Cited by 4Source ↗PDF ↗code ↗Scholar ↗
2023

Forgotten Knowledge: Examining the Citational Amnesia in NLP

Janvijay Singh, Mukund Rungta, Diyi Yang, Saif Mohammad
ACL 2023long

Citing papers is the primary method through which modern scientific writing discusses and builds on past work. Collectively, citing a diverse set of papers (in time and area of study) is an indicator of how widely the community is reading. Yet, there is little work looking at broad temporal patterns…

Cited by 14Source ↗PDF ↗Scholar ↗
2023

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research

Mohamed Abdalla, Jan Philip Wahle, Terry Ruas, Aurélie Névéol, Fanny Ducel, Saif Mohammad +1
ACL 2023long

Recent advances in deep learning methods for natural language processing (NLP) have created new business opportunities and made NLP research critical for industry development. As one of the big players in the field of NLP, together with governments and universities, it is important to track the infl…

Cited by 39Source ↗PDF ↗code ↗Scholar ↗
2022

Ethics Sheets for AI Tasks

Saif Mohammad
ACL 2022long

Several high-profile events, such as the mass testing of emotion recognition systems on vulnerable sub-populations and using question answering systems to make moral judgments, have highlighted how technology will often lead to more adverse outcomes for those that are already marginalized. At issue…

Cited by 45Source ↗PDF ↗Scholar ↗