Diana McCarthy

35 papers · 2000–2022 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🏃 Academic Marathon (22) 🌈 Renaissance Researcher (5) 🚀 Conference Pioneer 💎 Century Club (35) 🔥 Unstoppable (11) ⚡ Prolific Year (6)

Conferences

ACL (7) EMNLP (7) SEMEVAL (6) IJCNLP (5) COLING (4) CONLL (2) EACL (2) NAACL (2)

Top co-authors

Anna Korhonen (8) Rob Koeling (6) Timothy Baldwin (5) Jey Han Lau (4) Qianchu Liu (4) Siva Reddy (4) John Carroll (4) Julie Weeds (3) Ivan Vulić (3) Katrin Erk (3)

Keywords

lexical semantics (4) contextualized representation (2) word sense disambiguation (1) cross-lingual transfer (1) probing analysis (1) cross-lingual alignment (1) low-resource language (1) semantic clustering (1) adversarial example (1) dataset bia (1) word embedding (1) multilingual evaluation (1) contextual embedding (1) contextualized embedding (1) multilingual representation (1) static embedding (1) cross-lingual evaluation (1) verb semantics (1) cross-lingual semantics (1) context bia (1)

Papers

Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP 2021

Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis COLING 2020

Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation CONLL 2019

LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning ACL 2016

Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models ACL 2014

Novel Word-sense Identification COLING 2014

Diathesis alternation approximation for verb clustering ACL 2013

The Effects of Semantic Annotations on Precision Parse Ranking SEMEVAL 2012

Word Sense Induction for Novel Sense Detection EACL 2012

DSS: Text Similarity Using Lexical Alignments of Form, Distributional Semantics and Grammatical Relations SEMEVAL 2012

Dynamic and Static Prototype Vectors for Semantic Composition IJCNLP 2011

An Empirical Study on Compositionality in Compound Nouns IJCNLP 2011

SemEval-2010 Task 2: Cross-Lingual Lexical Substitution SEMEVAL 2010

IIITH: Domain Specific Word Sense Disambiguation SEMEVAL 2010

Investigations on Word Senses and Word Usages IJCNLP 2009

Tutorial Abstracts of ACL-IJCNLP 2009 IJCNLP 2009

Investigations on Word Senses and Word Usages ACL 2009

Tutorial Abstracts of ACL-IJCNLP 2009 ACL 2009

Estimating and Exploiting the Entropy of Sense Distributions NAACL 2009

Graded Word Sense Assignment EMNLP 2009

Gloss-Based Semantic Similarity Metrics for Predominant Sense Acquisition IJCNLP 2008

Detecting Compositionality of Verb-Object Combinations using Selectional Preferences EMNLP 2007

Detecting Compositionality of Verb-Object Combinations using Selectional Preferences CONLL 2007

SemEval-2007 Task 10: English Lexical Substitution Task SEMEVAL 2007

Sussx: WSD using Automatically Acquired Predominant Senses SEMEVAL 2007

11th Conference of the European Chapter of the Association for Computational Linguistics EACL 2006

Domain-Specific Sense Distributions and Predominant Sense Acquisition EMNLP 2005

Characterising Measures of Lexical Distributional Similarity COLING 2004

Finding Predominant Word Senses in Untagged Text ACL 2004

Automatic Identification of Infrequent Word Senses COLING 2004

Statistical Filtering and Subcategorization Frame Acquisition EMNLP 2000

Statistical Filtering and Subcategorization Frame Acquisition ACL 2000

Using Semantic Preferences to Identify Verbal Participation in Role Switching Alternations NAACL 2000