Zara Siddique

5 papers · 2024–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

ACL (1) COLING (1) CoNLL (1) EACL (1) EMNLP (1)

Top co-authors

Liam Turner (3) Luis Espinosa-Anke (3) Joanne Boisson (2) Hsuvas Borkakoty (2) Dimosthenis Antypas (2) Jose Camacho-Collados (2) Luis Espinosa Anke (1) Irtaza Khalid (1) Asahi Ushio (1) Kiamehr Rezaee (1)

Research topics

Artificial Intelligence (4) Core AI (4) Deep Learning (3) Machine Learning (2) Natural Language Processing (2) Models (2) Application Areas (1) Architectures (1) Generation (1) Learning Types (1) Resources & Methods (1) Understanding (1)

Keywords

large language model (4) steering vector (2) zero-shot learning (1) text generation (1) semantic analysis (1) bias detection (1) responsible ai (1) natural language understanding (1) model interpretability (1) bias mitigation (1) language model (1) social bia (1) metaphor identification (1) inference time (1) analogical reasoning (1) gender bia (1) bias evaluation (1) stereotype detection (1) analogy extraction (1) safe generation (1)

Papers

Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026 Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation COLING 2025 Dialz: A Python Toolkit for Steering Vectors ACL 2025 How Are Metaphors Processed by Language Models? The Case of Analogies CoNLL 2024 Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models EMNLP 2024