← Authors

Nicola Cancedda

26 papers · 2000–2025 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸƒ Academic Marathon (25) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (30) 🌍 Conference Polyglot (11) πŸ’Ž Century Club (26) πŸ—ƒοΈ Keyword Collector (60) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ACL (7) EMNLP (5) CONLL (4) IJCNLP (2) NAACL (2) COLING (1) EACL (1) ICLR (1) IJCAI (1) JMLR (1) NIPS (1)

Top co-authors

Marc Dymetman (6) Eric Gaussier (4) Cyril Goutte (3) Nora Kassner (3) Lucia Specia (2) Louis Martin (2) Sriram Venkatapathy (2) HervΓ© DΓ©jean (2) Idan Szpektor (2) Anthony Hartshorn (2)

Keywords

large language model (3) entity linking (2) game theory (1) text classification (1) uncertainty quantification (1) self-supervised learning (1) factual accuracy (1) knowledge base (1) document categorization (1) information extraction (1) factuality evaluation (1) text generation (1) language modeling (1) code generation (1) ai safety (1) attention mechanism (1) dense retrieval (1) singular value decomposition (1) embedding space (1) zero-shot learning (1)

Papers

Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games IJCAI 2025
Robust LLM safeguarding via refusal feature adversarial training ICLR 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025
HalluLens: LLM Hallucination Benchmark ACL 2025
Spectral Filters, Dark Signals, and Attention Sinks ACL 2024
Know When To Stop: A Study of Semantic Drift in Text Generation NAACL 2024
ERATE: Efficient Retrieval Augmented Text Embeddings EACL 2023
Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings EMNLP 2023
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing EMNLP 2022
Fast Domain Adaptation of SMT models without in-Domain Parallel Data COLING 2014
Private Access to Phrase Tables for Statistical Machine Translation ACL 2012
Prediction of Learning Curves in Machine Translation ACL 2012
Confidence-Weighted Learning of Factored Discriminative Language Models ACL 2011
Minimum Error Rate Training by Sampling the Translation Lattice EMNLP 2010
Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem ACL 2009
Source-Language Entailment Modeling for Translating Unknown Terms ACL 2009
Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem IJCNLP 2009
Source-Language Entailment Modeling for Translating Unknown Terms IJCNLP 2009
Translating with Non-contiguous Phrases EMNLP 2005
Word-Sequence Kernels JMLR 2003
Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition CONLL 2002
Probabilistic models for PP-attachment resolution and NP analysis CONLL 2001
Learning Computational Grammars CONLL 2001
Corpus-Based Grammar Specialization CONLL 2000
Experiments with Corpus-based LFG Specialization NAACL 2000