David Demeter
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
language model
(3)
probability distribution
(2)
domain adaptation
(1)
embedding space
(1)
curriculum learning
(1)
question answering
(1)
theoretical analysis
(1)
symbolic relationships
(1)
preference elicitation
(1)
generative model
(1)
inductive bia
(1)
task decomposition
(1)
human evaluation
(1)
word embedding
(1)
automatic evaluation
(1)
neural language model
(1)
chain of thought
(1)
neural network
(1)
closed domain
(1)
conversational recommendation system
(1)
Papers
A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems
COLING 2025
Multi-domain Summarization from Leaderboards to Practice: Re-examining Automatic and Human Evaluation
EMNLP 2023
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models
EMNLP 2022
Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains
CoNLL 2021
Just Add Functions: A Neural-Symbolic Language Model
AAAI 2020
Stolen Probability: A Structural Weakness of Neural Language Models
ACL 2020