Gareth Jones

13 papers · 2006–2024 · 5 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver

🔥 Unstoppable · Bronze 💎 Century Club · Bronze

Venues

COLING (5) NAACL (4) ACL (2) IJCNLP (1) SemEval (1)

Top co-authors

Debasis Ganguly (5) Johannes Leveling (3) Procheta Sen (2) Sravana Reddy (1) Diana Inkpen (1) Ying Zhang (1) Rezvaneh Rezapour (1) Ben Carterette (1) Jussi Karlgren (1) Ann Clifton (1)

Research topics

Natural Language Processing (4) Machine Learning (3) Applications · Natural Language Processing (2) Core Methods (2) Generation (2) Resources & Methods (2) Data Science & Analytics (1) Deep Learning (1) Applications · Data Science & Analytics (1) Architectures (1) Learning Types (1)

Keywords

word embedding (2) information retrieval (2) multimodal learning (1) bilingual alignment (1) parallel corpus (1) text summarization (1) graph-based learning (1) transformer network (1) human evaluation (1) cold-start problem (1) dialogue system (1) multiword expression (1) spoken language (1) open-domain dialogue (1) inter-annotator agreement (1) corpus annotation (1) task extraction (1) query log (1) co-occurrence analysis (1) reliability analysis (1)

Papers

A Few-shot Learning Approach for Lexical Semantic Change Detection Using GPT-4 ACL 2024 Achieving Reliable Human Assessment of Open-Domain Dialogue Systems ACL 2022 Cold Start Problem For Automated Live Video Comments NAACL 2021 100,000 Podcasts: A Spoken English Document Corpus COLING 2020 AlphaMWE: Construction of Multilingual Parallel Corpora with MWE Annotations COLING 2020 Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences NAACL 2019 Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction NAACL 2018 DCU: Using Distributional Semantics and Domain Adaptation for the Semantic Textual Similarity SemEval-2015 Task 2 SemEval 2015 Automatic Prediction of Aesthetics and Interestingness of Text Passages COLING 2014 Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation COLING 2012 Cross-Lingual Topical Relevance Models COLING 2012 Domain-Specific Query Translation for Multilingual Information Access using Machine Translation Augmented With Dictionaries Mined from Wikipedia IJCNLP 2008 Investigating Cross-Language Speech Retrieval for a Spontaneous Conversational Speech Collection NAACL 2006