Andrea Pierleoni

8 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NAACL (5) EMNLP (2) ACL (1)

Top co-authors

Joseph Fisher (3) Shubhi Tyagi (3) Christos Christodoulopoulos (2) Tom Ayoola (2) Clara Vania (2) Ian Roberts (2) Saatviga Sudhahar (1) Erenay Dayanik (1) Grace Lee (1) Nacime Bouziani (1)

Keywords

entity linking (4) knowledge graph (3) link prediction (2) knowledge base (2) distant supervision (2) entity disambiguation (2) zero-shot learning (2) document-level relation extraction (2) natural language inference (1) knowledge representation (1) text mining (1) named entity recognition (1) syntactic parsing (1) cross-lingual transfer (1) information extraction (1) symbolic reasoning (1) knowledge base completion (1) graph embedding (1) coreference resolution (1) relation extraction (1)

Papers

HALLUCANA: Fixing LLM Hallucination with A Canary Lookahead NAACL 2025

REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking NAACL 2024

WebIE: Faithful and Robust Information Extraction on the Web ACL 2023

Improving Entity Disambiguation by Reasoning over a Knowledge Base NAACL 2022

ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking NAACL 2022

Improving Distantly Supervised Document-Level Relation Extraction Through Natural Language Inference NAACL 2022

Deep Bidirectional Transformers for Relation Extraction without Supervision EMNLP 2019

Reasoning Over Paths via Knowledge Base Completion EMNLP 2019