David Weir
24 papers · 2000–2023 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🌟
Keyword Trendsetter Combo
(4)
🤝
Dynamic Duo
(14)
🏆
Keyword Champion
(2)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(73)
🚀
Conference Pioneer
📈
Trend Setter
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(11)
Natural Language Processing
(9)
Core Methods
(9)
Applications
(5)
Resources & Methods
(5)
Understanding
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Keywords
semantic similarity
(3)
sentence encoder
(2)
sentence embedding
(2)
distributional semantics
(2)
semantic composition
(2)
paraphrase identification
(2)
probabilistic inference
(1)
natural language processing
(1)
transfer learning
(1)
in-context learning
(1)
multilingual retrieval
(1)
word sense disambiguation
(1)
lexical semantics
(1)
topic modeling
(1)
data augmentation
(1)
bayesian inference
(1)
cross-lingual information retrieval
(1)
bert model
(1)
distributional similarity
(1)
natural language inference
(1)
Papers
Testing Paraphrase Models on Recognising Sentence Pairs at Different Degrees of Semantic Overlap
ACL 2023
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval Dataset
COLING 2022
Predicate-Argument Based Bi-Encoder for Paraphrase Identification
ACL 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment
COLING 2022
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders
COLING 2022
Data Augmentation for Hypernymy Detection
EACL 2021
Representing Syntax and Composition with Geometric Transformations
ACL 2021
Structure-aware Sentence Encoder in Bert-Based Siamese Network
ACL 2021
Leveraging HTML in Free Text Web Named Entity Recognition
COLING 2020
Improving Semantic Composition with Offset Inference
ACL 2017
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases
EACL 2017
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
EMNLP 2016
Learning Using Unselected Features (LUFe)
IJCAI 2016
Learning to Distinguish Hypernyms and Co-Hyponyms
COLING 2014
Learning to Predict Distributions of Words Across Domains
ACL 2014
Method51 for Mining Insight from Social Media Datasets
COLING 2014
Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification
ACL 2011
Optimal Reduction of Rule Length in Linear Context-Free Rewriting Systems
NAACL 2009
Parsing Mildly Non-Projective Dependency Structures
EACL 2009
A Deductive Approach to Dependency Parsing
ACL 2008
Characterising Measures of Lexical Distributional Similarity
COLING 2004
A General Framework for Distributional Similarity
EMNLP 2003
Class-Based Probability Estimation Using a Semantic Hierarchy
NAACL 2001
A Class-based Probabilistic approach to Structural Disambiguation
COLING 2000