Alexander Hoyle
18 papers · 2019–2025 · 4 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
Jump to papers ↓+7 more ↓ Show less ↑
🗺️ Taxonomy Completionist (37) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(3)
💎
Century Club · Bronze
🗃️
Keyword Collector
(87)
Venues
Top co-authors
Research topics
Machine Learning
(12)
Natural Language Processing
(9)
Artificial Intelligence
(8)
Core AI
(7)
Core Methods
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(4)
Applications
(4)
Resources & Methods
(4)
Optimization & Theory
(3)
Data Science & Analytics
(2)
Interdisciplinary
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Keywords
large language model
(7)
topic model
(4)
topic modeling
(3)
neural topic model
(3)
human evaluation
(3)
semantic analysis
(2)
text classification
(2)
sentiment analysis
(2)
generative model
(2)
direct preference optimization
(1)
text generation
(1)
model evaluation
(1)
text analysis
(1)
argument mining
(1)
natural language processing
(1)
document clustering
(1)
prompt engineering
(1)
citation analysis
(1)
stability analysis
(1)
stance detection
(1)
Papers
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
Modeling Motivated Reasoning in Law: Evaluating Strategic Role Conditioning in LLM Summarization
EMNLP 2025
PairScale: Analyzing Attitude Change with Pairwise Comparisons
NAACL 2025
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering
ACL 2025
The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure
EMNLP 2025
A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP + CSS Research
NAACL 2024
A SMART Mnemonic Sounds like “Glue Tonic”: Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick
EMNLP 2024
TopicGPT: A Prompt-based Topic Modeling Framework
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
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?
ACL 2021
Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence
NeurIPS 2021
Promoting Graph Awareness in Linearized Graph-to-Text Generation
ACL 2021
Improving Neural Topic Models using Knowledge Distillation
EMNLP 2020
Combining Sentiment Lexica with a Multi-View Variational Autoencoder
NAACL 2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling
ACL 2019