Giuseppe Castellucci
19 papers · 2013–2025 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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Dynamic Duo
(11)
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Keyword Collector
(78)
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Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(12)
Artificial Intelligence
(9)
Applications · Natural Language Processing
(9)
Machine Learning
(8)
Core AI
(8)
Generation
(6)
Core Methods
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Understanding
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Keywords
text classification
(3)
large language model
(3)
voice assistant
(3)
question answering
(2)
question suggestion
(2)
natural language generation
(2)
kernel methods
(2)
recommender system
(2)
dialogue system
(2)
continual learning
(2)
text generation
(2)
sequence-to-sequence model
(2)
query understanding
(2)
semantic processing
(1)
in-context learning
(1)
online learning
(1)
data augmentation
(1)
natural language inference
(1)
few-shot learning
(1)
catastrophic forgetting
(1)
Papers
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models
NAACL 2025
Generative Product Recommendations for Implicit Superlative Queries
NAACL 2025
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
COLING 2024
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers
ACL 2024
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces
NAACL 2024
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants
Interspeech 2023
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems
EACL 2023
Follow-on Question Suggestion via Voice Hints for Voice Assistants
EMNLP 2023
Learning to Generate Examples for Semantic Processing Tasks
NAACL 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings
COLING 2022
Continual Learning for Named Entity Recognition
AAAI 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages
ACL 2021
VoiSeR: A New Benchmark for Voice-Based Search Refinement
EACL 2021
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples
ACL 2020
KELP: a Kernel-based Learning Platform
JMLR 2018
Deep Learning in Semantic Kernel Spaces
ACL 2017
KeLP: a Kernel-based Learning Platform for Natural Language Processing
ACL 2015
UNITOR: Aspect Based Sentiment Analysis with Structured Learning
SemEval 2014
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis
SemEval 2013