Milan Gritta
11 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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The Questioner
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Machine Learning
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Natural Language Processing
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Artificial Intelligence
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Core AI
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Generation
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
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Core Methods
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Deep Learning
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Interdisciplinary
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Learning Types · Deep Learning
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Linguistics
(1)
Keywords
token prediction
(2)
automatic evaluation
(2)
speculative decoding
(2)
multilingual nlp
(2)
large language model
(2)
task-oriented dialogue
(1)
self-supervised learning
(1)
text classification
(1)
named entity recognition
(1)
cross-lingual transfer
(1)
language model evaluation
(1)
code generation
(1)
preference learning
(1)
natural language understanding
(1)
instruction tuning
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entity linking
(1)
semantic matching
(1)
language model
(1)
agent behavior
(1)
dense retrieval
(1)
Papers
Process Evaluation for Agentic Systems
EACL 2026
Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency
NAACL 2025
DReSD: Dense Retrieval for Speculative Decoding
ACL 2025
Mixture of Attentions For Speculative Decoding
ICLR 2025
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants
NAACL 2024
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems
EMNLP 2023
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding
ACL 2022
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning
ACL 2021
XeroAlign: Zero-shot cross-lingual transformer alignment
ACL 2021
Which Melbourne? Augmenting Geocoding with Maps
ACL 2018
Vancouver Welcomes You! Minimalist Location Metonymy Resolution
ACL 2017