Bernardo Magnini
27 papers · 2000–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (25) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(25)
🗃️
Keyword Collector
(68)
🚀
Conference Pioneer
📈
Trend Setter
💎
Century Club
(26)
❓
The Questioner
(2)
Conferences
ACL (8)
COLING (6)
EMNLP (6)
SEMEVAL (4)
EACL (3)
Top co-authors
Keywords
task-oriented dialogue
(6)
large language model
(5)
slot filling
(4)
dialogue system
(4)
domain adaptation
(3)
named entity recognition
(3)
information extraction
(2)
transfer learning
(2)
relation extraction
(2)
conversational agent
(2)
multi-task learning
(2)
evaluation methodology
(1)
benchmark evaluation
(1)
data augmentation
(1)
few-shot learning
(1)
instruction tuning
(1)
dialogue state tracking
(1)
visual question answering
(1)
medical nlp
(1)
natural language understanding
(1)
Papers
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning?
ACL 2026
Converting Annotated Clinical Cases into Structured Case Report Forms
ACL 2025
Explanations explained. Influence of Free-text Explanations on LLMs and the Role of Implicit Knowledge
EMNLP 2025
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark
EMNLP 2025
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain
COLING 2024
Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents
ACL 2024
Towards Cost-effective Multi-style Conversations: A Pilot Study in Task-oriented Dialogue Generation
COLING 2024
Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation
EACL 2024
Addressing Domain Changes in Task-oriented Conversational Agents through Dialogue Adaptation
EACL 2023
A smashed glass cannot be full: Generation of Commonsense Explanations through Prompt-based Few-shot Learning
ACL 2023
How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks
EMNLP 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey
COLING 2020
FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented Agents
ACL 2019
Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding
EMNLP 2018
A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents
EMNLP 2018
FBK-HLT-NLP at SemEval-2016 Task 2: A Multitask, Deep Learning Approach for Interpretable Semantic Textual Similarity
SEMEVAL 2016
TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks
COLING 2016
SemEval-2015 Task 4: TimeLine: Cross-Document Event Ordering
SEMEVAL 2015
The Excitement Open Platform for Textual Inferences
ACL 2014
Toward Qualitative Evaluation of Textual Entailment Systems
COLING 2010
IRST-BP: Web People Search Using Name Entities
SEMEVAL 2007
SemEval-2007 Task 01: Evaluating WSD on Cross-Language Information Retrieval
SEMEVAL 2007
Weakly Supervised Approaches for Ontology Population
EACL 2006
Unsupervised Domain Relevance Estimation for Word Sense Disambiguation
EMNLP 2004
A Semantic-based Approach to Interoperabiltity of Classification Hierarchies: Evaluation of Linguistic Techniques
COLING 2004
Is It the Right Answer? Exploiting Web Redundancy for Answer Validation
ACL 2002
Exploiting Lexical Expansions and Boolean Compositions for Web Querying
ACL 2000