Domenic Rosati
13 papers · 2022–2026 · 7 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28) π Keyword Champion (2)
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Research topics
Natural Language Processing
(10)
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(7)
Deep Learning
(4)
Core Methods
(4)
Generation
(4)
Resources & Methods
(4)
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(3)
Applications
(3)
Learning Types Β· Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
large language model
(5)
abstractive summarization
(2)
fine-tuning attack
(2)
text generation detection
(2)
machine-generated text detection
(2)
adversarial defense
(2)
scientific text classification
(2)
harmful fine-tuning
(2)
model editing
(2)
natural language inference
(1)
topic modeling
(1)
model robustness
(1)
text generation
(1)
factual knowledge
(1)
model security
(1)
question answering
(1)
semantic similarity
(1)
natural language generation
(1)
domain adaptation
(1)
multi-class classification
(1)
Papers
LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs
ACL 2026
Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization
EMNLP 2025
Resolving Lexical Bias in Model Editing
ICML 2025
Immunization against harmful fine-tuning attacks
EMNLP 2024
Long-form evaluation of model editing
NAACL 2024
Overview of the DagPap24 Shared Task on Detecting Automatically Generated Scientific Paper
ACL 2024
Representation Noising: A Defence Mechanism Against Harmful Finetuning
NeurIPS 2024
GRASUM at BioLaySumm Task 1: Background Knowledge Grounding for Readable, Relevant, and Factual Biomedical Lay Summaries
ACL 2023
Mixture of Soft Prompts for Controllable Data Generation
EMNLP 2023
Self-Consistency of Large Language Models under Ambiguity
EMNLP 2023
Using contradictions improves question answering systems
ACL 2023
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents
AACL 2022
SynSciPass: detecting appropriate uses of scientific text generation
COLING 2022