Pascal Denis

28 papers · 2007–2024 · 6 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (52) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (17) 🧬 Topic Evolution 📈 Trend Setter 💎 Century Club (28) 🔥 Unstoppable (15) ⚡ Prolific Year (5) 🗃️ Keyword Collector (89)

Conferences

EMNLP (12) COLING (6) ACL (4) EACL (3) NAACL (2) AACL (1)

Top co-authors

Mikaela Keller (5) Aurélien Bellet (4) Gaurav Maheshwari (3) Mathieu Dehouck (3) Emmanuel Vincent (3) Joseph Renner (3) Remi Gilleron (3) Josef van Genabith (3) Bastien Lietard (3) Cennet Oguz (3)

Keywords

word embedding (5) coreference resolution (4) anaphora resolution (4) multimodal learning (3) representation learning (3) lexical semantics (2) semantic similarity (2) unsupervised learning (2) instructional video (2) cross-lingual transfer (2) dependency parsing (2) word sense disambiguation (1) online learning (1) multilingual nlp (1) embedding learning (1) algorithmic fairness (1) differential privacy (1) text classification (1) sentiment analysis (1) universal dependencies (1)

Papers

To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models EMNLP 2024

Towards an Onomasiological Study of Lexical Semantic Change Through the Induction of Concepts ACL 2024

MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos EMNLP 2024

Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks EACL 2023

A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models ACL 2023

WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment EMNLP 2023

Fair Without Leveling Down: A New Intersectional Fairness Definition EMNLP 2023

Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization EMNLP 2023

Chop and Change: Anaphora Resolution in Instructional Cooking Videos AACL 2022

Fair NLP Models with Differentially Private Text Encoders EMNLP 2022

An End-to-End Approach for Full Bridging Resolution EMNLP 2021

Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution COLING 2020

Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning COLING 2020

Phylogenic Multi-Lingual Dependency Parsing NAACL 2019

A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018

A Framework for Understanding the Role of Morphology in Universal Dependency Parsing EMNLP 2018

Delexicalized Word Embeddings for Cross-lingual Dependency Parsing EACL 2017

Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm EACL 2017

Learning Connective-based Word Representations for Implicit Discourse Relation Identification EMNLP 2016

Comparing Word Representations for Implicit Discourse Relation Classification EMNLP 2015

Combining Natural and Artificial Examples to Improve Implicit Discourse Relation Identification COLING 2014

Improving pairwise coreference models through feature space hierarchy learning ACL 2013

Constrained Decoding for Text-Level Discourse Parsing COLING 2012

French TimeBank: An ISO-TimeML Annotated Reference Corpus ACL 2011

Comparison of different algebras for inducing the temporal structure of texts COLING 2010

Benchmarking of Statistical Dependency Parsers for French COLING 2010

Specialized Models and Ranking for Coreference Resolution EMNLP 2008

Joint Determination of Anaphoricity and Coreference Resolution using Integer Programming NAACL 2007