Emily Allaway
20 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (8) π Academic Marathon (7) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (46)
πΊοΈ
Taxonomy Completionist
(46)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Century Club
(19)
ποΈ
Keyword Collector
(108)
π₯
Unstoppable
(6)
β
The Questioner
(2)
Conferences
EMNLP (10)
EACL (3)
ACL (2)
COLING (2)
NAACL (2)
AAAI (1)
Top co-authors
Keywords
commonsense reasoning
(4)
natural language inference
(3)
stance detection
(3)
text generation
(3)
text classification
(3)
natural language generation
(2)
sentiment analysis
(2)
zero-shot stance detection
(2)
large language model
(2)
relation extraction
(1)
event understanding
(1)
multilingual nlp
(1)
embedding space
(1)
adversarial learning
(1)
hierarchical clustering
(1)
transfer learning
(1)
semantic analysis
(1)
weakly supervised learning
(1)
chain-of-thought reasoning
(1)
prompt engineering
(1)
Papers
Analyzing LLM Instruction Optimization for Tabular Fact Verification
EACL 2026
Generics are puzzling. Can language models find the missing piece?
COLING 2025
Evaluating Defeasible Reasoning in LLMs with DEFREASING
NAACL 2025
VISaGE: Understanding Visual Generics and Exceptions
EMNLP 2025
Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language
EMNLP 2023
Penguins Donβt Fly: Reasoning about Generics through Instantiations and Exceptions
EACL 2023
SafeText: A Benchmark for Exploring Physical Safety in Language Models
EMNLP 2022
Mitigating Covertly Unsafe Text within Natural Language Systems
EMNLP 2022
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic
ACL 2022
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies
EMNLP 2022
Legal and Political Stance Detection of SCOTUS Language
EMNLP 2022
Does Putting a Linguist in the Loop Improve NLU Data Collection?
EMNLP 2021
A Unified Feature Representation for Lexical Connotations
EACL 2021
Sequential Cross-Document Coreference Resolution
EMNLP 2021
Human Rationales as Attribution Priors for Explainable Stance Detection
EMNLP 2021
Adversarial Learning for Zero-Shot Stance Detection on Social Media
NAACL 2021
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations
EMNLP 2020
Event-Guided Denoising for Multilingual Relation Learning
COLING 2020
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
AAAI 2019
Event2Mind: Commonsense Inference on Events, Intents, and Reactions
ACL 2018