Vittorio Castelli
26 papers · 2008–2025 · 7 venues · across top CS/AI venues
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machine reading comprehension
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question answering
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information retrieval
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zero-shot learning
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domain adaptation
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few-shot learning
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cross-domain generalization
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language model
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domain robustness
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multimodal learning
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transfer learning
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benchmark evaluation
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dependency parsing
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pre-trained language model
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natural language processing
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data augmentation
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knowledge graph
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Papers
Aligning to Constraints for Data-Efficient Language Model Customization
NAACL 2025
Benchmarking Query-Conditioned Natural Language Inference
ACL 2025
CiteEval: Principle-Driven Citation Evaluation for Source Attribution
ACL 2025
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
EMNLP 2024
Benchmarking Diverse-Modal Entity Linking with Generative Models
ACL 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
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
ACL 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
ACL 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
ACL 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
EMNLP 2023
Taxonomy Expansion for Named Entity Recognition
EMNLP 2023
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning
COLING 2022
KAAPA: Knowledge Aware Answers from PDF Analysis
AAAI 2021
Answer Span Correction in Machine Reading Comprehension
EMNLP 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation
EMNLP 2020
On the Importance of Diversity in Question Generation for QA
ACL 2020
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers
COLING 2020
The TechQA Dataset
ACL 2020
CFO: A Framework for Building Production NLP Systems
EMNLP 2019
Cross-Task Knowledge Transfer for Query-Based Text Summarization
EMNLP 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