Vittorio Castelli
27 papers · 2008–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (8) 🏃 Academic Marathon (17) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (11)
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(17)
🧭
Keyword Pioneer
👥
Mega-Team
(21)
🔥
Unstoppable
(8)
📈
Trend Setter
💎
Century Club
(27)
⚡
Prolific Year
(8)
🗃️
Keyword Collector
(111)
Conferences
ACL (10)
EMNLP (8)
COLING (3)
NAACL (2)
AAAI (1)
CONLL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
machine reading comprehension
(6)
question answering
(5)
information retrieval
(4)
few-shot learning
(3)
zero-shot learning
(3)
domain adaptation
(3)
orchestration framework
(2)
domain generalization
(2)
pre-trained language model
(2)
natural language processing
(2)
knowledge graph
(2)
dependency parsing
(2)
transfer learning
(2)
production system
(2)
natural language inference
(2)
language model
(2)
data augmentation
(2)
benchmark evaluation
(2)
knowledge transfer
(1)
preference learning
(1)
Papers
Aligning to Constraints for Data-Efficient Language Model Customization
NAACL 2025
CiteEval: Principle-Driven Citation Evaluation for Source Attribution
ACL 2025
Benchmarking Query-Conditioned Natural Language Inference
ACL 2025
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
EMNLP 2024
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
ACL 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
ACL 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models
ACL 2023
Taxonomy Expansion for Named Entity Recognition
EMNLP 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages
EMNLP 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
ICLR 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
EMNLP 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
ACL 2023
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning
COLING 2022
KAAPA: Knowledge Aware Answers from PDF Analysis
AAAI 2021
The TechQA Dataset
ACL 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation
EMNLP 2020
Answer Span Correction in Machine Reading Comprehension
EMNLP 2020
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers
COLING 2020
On the Importance of Diversity in Question Generation for QA
ACL 2020
CFO: A Framework for Building Production NLP Systems
EMNLP 2019
Cross-Task Knowledge Transfer for Query-Based Text Summarization
EMNLP 2019
CFO: A Framework for Building Production NLP Systems
IJCNLP 2019
IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing
CONLL 2018
Query-Focused Opinion Summarization for User-Generated Content
COLING 2014
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization
ACL 2013
Finding What Matters in Questions
NAACL 2013
Event Matching Using the Transitive Closure of Dependency Relations
ACL 2008