Alexander Hoyle
20 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13)
π
Conference Polyglot
(5)
π
Academic Marathon
(6)
π§
Keyword Pioneer
π§¬
Topic Evolution
π₯
Unstoppable
(7)
β‘
Prolific Year
(5)
π
Century Club
(20)
β
The Questioner
(4)
ποΈ
Keyword Collector
(89)
Conferences
EMNLP (8)
ACL (5)
NAACL (4)
IJCNLP (2)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(7)
topic model
(4)
neural topic model
(3)
topic modeling
(3)
human evaluation
(3)
semantic analysis
(2)
bayesian inference
(2)
model evaluation
(2)
sentiment analysis
(2)
generative model
(2)
text classification
(2)
latent variable model
(2)
text analysis
(1)
direct preference optimization
(1)
text generation
(1)
argument mining
(1)
document clustering
(1)
prompt engineering
(1)
citation analysis
(1)
stability analysis
(1)
Papers
The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure
EMNLP 2025
PairScale: Analyzing Attitude Change with Pairwise Comparisons
NAACL 2025
Modeling Motivated Reasoning in Law: Evaluating Strategic Role Conditioning in LLM Summarization
EMNLP 2025
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification
EMNLP 2025
Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models
ACL 2025
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering
ACL 2025
A SMART Mnemonic Sounds like βGlue Tonicβ: Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick
EMNLP 2024
TopicGPT: A Prompt-based Topic Modeling Framework
NAACL 2024
A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP + CSS Research
NAACL 2024
Natural Language Decompositions of Implicit Content Enable Better Text Representations
EMNLP 2023
Revisiting Automated Topic Model Evaluation with Large Language Models
EMNLP 2023
Are Neural Topic Models Broken?
EMNLP 2022
Promoting Graph Awareness in Linearized Graph-to-Text Generation
ACL 2021
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?
ACL 2021
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?
IJCNLP 2021
Promoting Graph Awareness in Linearized Graph-to-Text Generation
IJCNLP 2021
Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence
NIPS 2021
Improving Neural Topic Models using Knowledge Distillation
EMNLP 2020
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling
ACL 2019
Combining Sentiment Lexica with a Multi-View Variational Autoencoder
NAACL 2019