Pranav Goel
10 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint 𧬠Topic Evolution
ποΈ
Keyword Collector
(50)
π₯
Unstoppable Β· Bronze
β
The Questioner
(3)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(7)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Core AI
(4)
Learning Types
(3)
Understanding
(3)
Deep Learning
(2)
Generation
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Keywords
neural topic model
(4)
human evaluation
(3)
large language model
(3)
language model
(2)
natural language inference
(1)
lexical semantics
(1)
transfer learning
(1)
text representation
(1)
knowledge distillation
(1)
probing analysis
(1)
stability analysis
(1)
text regression
(1)
likelihood maximization
(1)
word order
(1)
pairwise comparison
(1)
semantic analysis
(1)
word meaning
(1)
convolutional neural network
(1)
topic model
(1)
topic coherence
(1)
Papers
Measuring scalar constructs in social science with LLMs
EMNLP 2025
Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis
EACL 2024
Natural Language Decompositions of Implicit Content Enable Better Text Representations
EMNLP 2023
Are Neural Topic Models Broken?
EMNLP 2022
GPT Perdetry Test: Generating new meanings for new words
NAACL 2021
Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence
NeurIPS 2021
Studying word order through iterative shuffling
EMNLP 2021
Improving Neural Topic Models using Knowledge Distillation
EMNLP 2020
How Pre-trained Word Representations Capture Commonsense Physical Comparisons
EMNLP 2019
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs
COLING 2018