Sotabase

Career

· Chancellor's Fellow, University of Edinburgh2024–
· Intern, AI2 (Allen Institute for AI)2023–
· Intern, Amazon Science2023–
· PhD in Computer Science, Columbia University2018–2024
· Research Assistant, University of Washington2018–

Publications (31)

Zero-Shot Stance Detection: A Dataset and Model Using Generalized Topic Representations
Conference on Empirical Methods in Natural Language Processing · 2020
215
cited
Event2Mind: Commonsense Inference on Events, Intents, and Reactions
Annual Meeting of the Association for Computational Linguistics · 2018
201
cited
Adversarial Learning for Zero-Shot Stance Detection on Social Media
North American Chapter of the Association for Computational Linguistics · 2021
105
cited
Does Putting a Linguist in the Loop Improve NLU Data Collection?
Conference on Empirical Methods in Natural Language Processing · 2021
48
cited
SafeText: A Benchmark for Exploring Physical Safety in Language Models
Conference on Empirical Methods in Natural Language Processing · 2022
48
cited
Human Rationales as Attribution Priors for Explainable Stance Detection
Conference on Empirical Methods in Natural Language Processing · 2021
30
cited
Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language
Conference on Empirical Methods in Natural Language Processing · 2023
27
cited
Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions
Conference of the European Chapter of the Association for Computational Linguistics · 2022
24
cited
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic
LTEDI · 2022
23
cited
Sequential Cross-Document Coreference Resolution
Conference on Empirical Methods in Natural Language Processing · 2021
19
cited
Zero-shot stance detection: Paradigms and challenges
Frontiers in Artificial Intelligence · 2023
18
cited
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System
Text Analysis Conference · 2018
13
cited
Mitigating Covertly Unsafe Text within Natural Language Systems
Conference on Empirical Methods in Natural Language Processing · 2022
13
cited
Legal and Political Stance Detection of SCOTUS Language
NLLP · 2022
8
cited
Exceptions, Instantiations, and Overgeneralization: Insights into How Language Models Process Generics
Computational Linguistics · 2024
7
cited
A Unified Feature Representation for Lexical Connotations
Conference of the European Chapter of the Association for Computational Linguistics · 2020
6
cited
GAIA at SM-KBP 2020 - A Dockerlized Multi-media Multi-lingual Knowledge Extraction, Clustering, Temporal Tracking and Hypothesis Generation System
2021
6
cited
Towards Countering Essentialism through Social Bias Reasoning
arXiv.org · 2023
5
cited
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System
Text Analysis Conference · 2019
4
cited
Evaluating Defeasible Reasoning in LLMs with DEFREASING
North American Chapter of the Association for Computational Linguistics · 2025
3
cited
Sotabase
Emily Allaway | Researcher Profile | Sotabase | Sotabase