Giuseppe Castellucci
21 papers · 2013–2025 · 10 conferences · across top CS/AI conferences
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Conferences
ACL (5)
NAACL (4)
COLING (2)
EACL (2)
IJCNLP (2)
SEMEVAL (2)
AAAI (1)
EMNLP (1)
INTERSPEECH (1)
JMLR (1)
Top co-authors
Keywords
continual learning
(3)
voice assistant
(3)
text classification
(3)
large language model
(3)
kernel methods
(2)
question answering
(2)
catastrophic forgetting
(2)
sequence-to-sequence model
(2)
multilingual model
(2)
dialogue system
(2)
teacher-student framework
(2)
natural language generation
(2)
question suggestion
(2)
query understanding
(2)
text generation
(2)
recommender system
(2)
semantic processing
(1)
in-context learning
(1)
online learning
(1)
data augmentation
(1)
Papers
Generative Product Recommendations for Implicit Superlative Queries
NAACL 2025
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models
NAACL 2025
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers
ACL 2024
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
COLING 2024
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces
NAACL 2024
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems
EACL 2023
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants
INTERSPEECH 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
Learning to Solve NLP Tasks in an Incremental Number of Languages
IJCNLP 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
IJCNLP 2015
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