Guy Emerson

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 31

Top Topics

Variational Inference

Probabilistic Model

Hypothesis Testing

Dependency Graph

Top Venues

Publications

Chun Hei Lo, Hong Cheng, Wai Lam, Guy Emerson
Functional Distributional Semantics at Scale. *SEM@ACL (2023)
Xuyou Cheng, Michael Schlichtkrull, Guy Emerson
Are Embedded Potatoes Still Vegetables? On the Limitations of WordNet Embeddings for Lexical Semantics. EMNLP (2023)
Chun Hei Lo, Guy Emerson
Distributional Inclusion Hypothesis and Quantifications: Probing Hypernymy in Functional Distributional Semantics. CoRR (2023)
Fangyu Liu, Guy Emerson, Nigel Collier
Visual Spatial Reasoning. Trans. Assoc. Comput. Linguistics 11 (2023)
Yinhong Liu, Guy Emerson
Learning Functional Distributional Semantics with Visual Data. ACL (1) (2022)
Stefania Preda, Guy Emerson
Using dependency parsing for few-shot learning in distributional semantics. ACL (student) (2022)
Yinhong Liu, Guy Emerson
Learning Functional Distributional Semantics with Visual Data. CoRR (2022)
Guy Emerson, Natalie Schluter, Gabriel Stanovsky, Ritesh Kumar, Alexis Palmer, Nathan Schneider, Siddharth Singh, Shyam Ratan
Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). SemEval@NAACL (2022)
Stefania Preda, Guy Emerson
Using dependency parsing for few-shot learning in distributional semantics. CoRR (2022)
Fangyu Liu, Guy Emerson, Nigel Collier
Visual Spatial Reasoning. CoRR (2022)
Olga Zamaraeva, Chris Curtis, Guy Emerson, Antske Fokkens, Michael Wayne Goodman, Kristen Howell, T. J. Trimble, Emily M. Bender
20 years of the Grammar Matrix: cross-linguistic hypothesis testing of increasingly complex interactions. J. Lang. Model. 10 (1) (2022)
James Hargreaves, Andreas Vlachos, Guy Emerson
Incremental Beam Manipulation for Natural Language Generation. EACL (2021)
James Hargreaves, Andreas Vlachos, Guy Emerson
Incremental Beam Manipulation for Natural Language Generation. CoRR (2021)
Guy Emerson
Linguists Who Use Probabilistic Models Love Them: Quantification in Functional Distributional Semantics. CoRR (2020)
Sebastian Borgeaud, Guy Emerson
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting. NGT@ACL (2020)
Jun Yen Leung, Guy Emerson, Ryan Cotterell
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model. CoRR (2020)
Guy Emerson
What are the Goals of Distributional Semantics? ACL (2020)
Jun Yen Leung, Guy Emerson, Ryan Cotterell
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model. EMNLP (1) (2020)
Guy Emerson
What are the Goals of Distributional Semantics? CoRR (2020)
Guy Emerson
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics. CoRR (2020)
Guy Emerson
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics. ACL (2020)
Jeroen Van Hautte, Guy Emerson, Marek Rei
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models. DeepLo@EMNLP-IJCNLP (2019)
Paula Czarnowska, Guy Emerson, Ann A. Copestake
Words are Vectors, Dependencies are Matrices: Learning Word Embeddings from Dependency Graphs. IWCS (1) (2019)
Sebastian Borgeaud, Guy Emerson
Leveraging sentence similarity in natural language generation: Improving beam search using range voting. CoRR (2019)
Jeroen Van Hautte, Guy Emerson, Marek Rei
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models. CoRR (2019)
Guy Emerson, Ann A. Copestake
Variational Inference for Logical Inference. CoRR (2017)
Guy Emerson, Ann A. Copestake
Semantic Composition via Probabilistic Model Theory. IWCS(1) (2017)
Guy Emerson, Ann A. Copestake
Semantic Composition via Probabilistic Model Theory. CoRR (2017)
Guy Emerson, Ann A. Copestake
Functional Distributional Semantics. CoRR (2016)
Guy Emerson, Ann A. Copestake
Functional Distributional Semantics. Rep4NLP@ACL (2016)
Ann A. Copestake, Guy Emerson, Michael Wayne Goodman, Matic Horvat, Alexander Kuhnle, Ewa Muszynska
Resources for building applications with Dependency Minimal Recursion Semantics. LREC (2016)
Guy Emerson, Ann A. Copestake
Leveraging a Semantically Annotated Corpus to Disambiguate Prepositional Phrase Attachment. IWCS (2015)
Guy Emerson, Thierry Declerck
SentiMerge: Combining Sentiment Lexicons in a Bayesian Framework. LG-LP@COLING (2014)