Author Profiling

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

14 shown of 14 papers with code (58 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• A Structured Self-attentive Sentence Embedding
  9 Mar 2017 52 repositories listed Syntology ran 4 of 10 samples · 6 unverified · 2 pointer-only (licence)
  This paper proposes a new model for extracting an interpretable sentence embedding by introducing self-attention.
• A Synthetic Dataset for Personal Attribute Inference
  11 Jun 2024 2 repositories listed Syntology ran 5 of 6 samples · 1 unverified
  Recently, powerful Large Language Models (LLMs) have become easily accessible to hundreds of millions of users world-wide.
• BN-AuthProf: Benchmarking Machine Learning for Bangla Author Profiling on Social Media Texts
  3 Dec 2024 1 repository listed
  This paper focuses on author profiling in the Bangla language, aiming to extract valuable insights about anonymous authors based on their writing style on social media.
• CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic
  16 Jun 2022 1 repository listed
  Our system\footnote{The source code of our system is available at \url{https://github.
• Unified and Multilingual Author Profiling for Detecting Haters
  19 Sep 2021 1 repository listed
  This paper presents a unified user profiling framework to identify hate speech spreaders by processing their tweets regardless of the language.
• Preventing Author Profiling through Zero-Shot Multilingual Back-Translation
  19 Sep 2021 1 repository listed
  Documents as short as a single sentence may inadvertently reveal sensitive information about their authors, including e.
• Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling
  27 Jan 2021 1 repository listed
  Written language contains stylistic cues that can be exploited to automatically infer a variety of potentially sensitive author information.
• SpanEmo: Casting Multi-label Emotion Classification as Span-prediction
  25 Jan 2021 1 repository listed
  We propose a new model "SpanEmo" casting multi-label emotion classification as span-prediction, which can aid ER models to learn associations between labels and words in a sentence.
• Gender Prediction from Tweets: Improving Neural Representations with Hand-Crafted Features
  22 Aug 2019 1 repository listed
  Author profiling is the characterization of an author through some key attributes such as gender, age, and language.
• Bot and Gender Detection of Twitter Accounts Using Distortion and LSA
  1 Jul 2019 1 repository listed
  In this work, we present our approach for the Author Profiling task of PAN 2019.
• Author Profiling for Abuse Detection
  1 Aug 2018 1 repository listed
  The rapid growth of social media in recent years has fed into some highly undesirable phenomena such as proliferation of hateful and offensive language on the Internet.
• Enhancing Sentence Embedding with Generalized Pooling
  26 Jun 2018 1 repository listed
  This paper explores generalized pooling methods to enhance sentence embedding.
• We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!
  10 Mar 2018 1 repository listed
  So, we did this research on fake news/click-bait detection and trust us, it is totally great research, it really is!
• We Built a Fake News / Click Bait Filter: What Happened Next Will Blow Your Mind!
  1 Sep 2017 1 repository listed
  And we have totally tested it, trust us!

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.