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Emily Allaway

20 papers · 2018–2026 · 6 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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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (41) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (10) 🧬 Topic Evolution 🧭 Keyword Pioneer πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner (2) ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (6) πŸ—ƒοΈ Keyword Collector (108)

Venues

EMNLP (10) EACL (3) ACL (2) COLING (2) NAACL (2) AAAI (1)

Top co-authors

Kathleen McKeown (10) Maarten Sap (3) Yejin Choi (3) Noah A. Smith (2) Sharon Levy (2) Melanie Subbiah (2) Amith Ananthram (2) William Yang Wang (2) Chandra Bhagavatula (2) Desmond Patton (2)

Research topics

Natural Language Processing (13) Artificial Intelligence (12) Applications (11) Core AI (11) Machine Learning (8) Core Methods (5) Deep Learning (3) Interdisciplinary (3) Learning Types Β· Machine Learning (3) Learning Types Β· Deep Learning (3) Linguistics (2) Resources & Methods (2) Understanding (2) Computer Vision (1) Data Science & Analytics (1)

Keywords

commonsense reasoning (4) stance detection (3) text generation (3) text classification (3) natural language inference (3) natural language generation (2) zero-shot stance detection (2) large language model (2) sentiment analysis (2) embedding space (1) multilingual nlp (1) transfer learning (1) event understanding (1) relation extraction (1) adversarial learning (1) weakly supervised learning (1) few-shot learning (1) chain-of-thought reasoning (1) semantic analysis (1) prompt engineering (1)

Papers

Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026 Evaluating Defeasible Reasoning in LLMs with DEFREASING NAACL 2025 Generics are puzzling. Can language models find the missing piece? COLING 2025 VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025 Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language EMNLP 2023 Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions EACL 2023 Legal and Political Stance Detection of SCOTUS Language EMNLP 2022 Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic ACL 2022 Mitigating Covertly Unsafe Text within Natural Language Systems EMNLP 2022 SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022 Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022 Adversarial Learning for Zero-Shot Stance Detection on Social Media NAACL 2021 A Unified Feature Representation for Lexical Connotations EACL 2021 Does Putting a Linguist in the Loop Improve NLU Data Collection? EMNLP 2021 Human Rationales as Attribution Priors for Explainable Stance Detection EMNLP 2021 Sequential Cross-Document Coreference Resolution EMNLP 2021 Event-Guided Denoising for Multilingual Relation Learning COLING 2020 Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations EMNLP 2020 ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning AAAI 2019 Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018