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Guy Emerson

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2020 – today

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2024
[c18]
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Chun Hei Lo, Wai Lam, Hong Cheng, Guy Emerson:
Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics. ACL (1) 2024: 14625-14637
2023
[j2]
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Fangyu Liu, Guy Emerson, Nigel Collier:
Visual Spatial Reasoning. Trans. Assoc. Comput. Linguistics 11: 635-651 (2023)
[c17]
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Xuyou Cheng, Michael Schlichtkrull, Guy Emerson:
Are Embedded Potatoes Still Vegetables? On the Limitations of WordNet Embeddings for Lexical Semantics. EMNLP 2023: 8763-8775
[c16]
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Chun Hei Lo, Hong Cheng, Wai Lam, Guy Emerson:
Functional Distributional Semantics at Scale. *SEM@ACL 2023: 423-436
[i14]
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  - journals/corr/abs-2309-08325
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Chun Hei Lo, Guy Emerson:
Distributional Inclusion Hypothesis and Quantifications: Probing Hypernymy in Functional Distributional Semantics. CoRR abs/2309.08325 (2023)
2022
[j1]
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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)
[c15]
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Stefania Preda, Guy Emerson:
Using dependency parsing for few-shot learning in distributional semantics. ACL (student) 2022: 461-466
[c14]
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Yinhong Liu, Guy Emerson:
Learning Functional Distributional Semantics with Visual Data. ACL (1) 2022: 3976-3988
[c13]
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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
[e2]
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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@NAACL 2022, Seattle, Washington, United States, July 14-15, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-80-3 [contents]
[i13]
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  - journals/corr/abs-2204-10624
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Yinhong Liu, Guy Emerson:
Learning Functional Distributional Semantics with Visual Data. CoRR abs/2204.10624 (2022)
[i12]
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  - journals/corr/abs-2205-00363
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Fangyu Liu, Guy Emerson, Nigel Collier:
Visual Spatial Reasoning. CoRR abs/2205.00363 (2022)
[i11]
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  - journals/corr/abs-2205-06168
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Stefania Preda, Guy Emerson:
Using dependency parsing for few-shot learning in distributional semantics. CoRR abs/2205.06168 (2022)
2021
[c12]
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James Hargreaves, Andreas Vlachos, Guy Emerson:
Incremental Beam Manipulation for Natural Language Generation. EACL 2021: 2563-2574
[e1]
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Alexis Palmer, Nathan Schneider, Natalie Schluter, Guy Emerson, Aurélie Herbelot, Xiaodan Zhu:
Proceedings of the 15th International Workshop on Semantic Evaluation, SemEval@ACL/IJCNLP 2021, Virtual Event / Bangkok, Thailand, August 5-6, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-70-1 [contents]
[i10]
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  - journals/corr/abs-2102-02574
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James Hargreaves, Andreas Vlachos, Guy Emerson:
Incremental Beam Manipulation for Natural Language Generation. CoRR abs/2102.02574 (2021)
2020
[c11]
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Guy Emerson:
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics. ACL 2020: 3982-3995
[c10]
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Guy Emerson:
What are the Goals of Distributional Semantics? ACL 2020: 7436-7453
[c9]
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Sebastian Borgeaud, Guy Emerson:
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting. NGT@ACL 2020: 97-109
[c8]
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  - conf/emnlp/LeungEC20
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Jun Yen Leung, Guy Emerson, Ryan Cotterell:
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model. EMNLP (1) 2020: 4016-4028
[i9]
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  - journals/corr/abs-2005-02982
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Guy Emerson:
What are the Goals of Distributional Semantics? CoRR abs/2005.02982 (2020)
[i8]
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  - journals/corr/abs-2005-02991
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Guy Emerson:
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics. CoRR abs/2005.02991 (2020)
[i7]
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  - journals/corr/abs-2006-03002
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Guy Emerson:
Linguists Who Use Probabilistic Models Love Them: Quantification in Functional Distributional Semantics. CoRR abs/2006.03002 (2020)
[i6]
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  - journals/corr/abs-2010-04755
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Jun Yen Leung, Guy Emerson, Ryan Cotterell:
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model. CoRR abs/2010.04755 (2020)

2010 – 2019

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2019
[c7]
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  - conf/acl-deeplo/HautteER19
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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: 31-39
[c6]
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  - conf/iwcs/CzarnowskaEC19
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Paula Czarnowska, Guy Emerson, Ann A. Copestake:
Words are Vectors, Dependencies are Matrices: Learning Word Embeddings from Dependency Graphs. IWCS (1) 2019: 91-102
[i5]
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  - journals/corr/abs-1908-06288
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Sebastian Borgeaud, Guy Emerson:
Leveraging sentence similarity in natural language generation: Improving beam search using range voting. CoRR abs/1908.06288 (2019)
[i4]
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  - journals/corr/abs-1910-00275
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Jeroen Van Hautte, Guy Emerson, Marek Rei:
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models. CoRR abs/1910.00275 (2019)
2018
[b1]
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Guy Emerson:
Functional distributional semantics: learning linguistically informed representations from a precisely annotated corpus. University of Cambridge, UK, 2018
2017
[c5]
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Guy Emerson, Ann A. Copestake:
Semantic Composition via Probabilistic Model Theory. IWCS(1) 2017
[i3]
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  - journals/corr/abs-1709-00224
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Guy Emerson, Ann A. Copestake:
Variational Inference for Logical Inference. CoRR abs/1709.00224 (2017)
[i2]
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  - journals/corr/abs-1709-00226
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Guy Emerson, Ann A. Copestake:
Semantic Composition via Probabilistic Model Theory. CoRR abs/1709.00226 (2017)
2016
[c4]
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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
[c3]
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Guy Emerson, Ann A. Copestake:
Functional Distributional Semantics. Rep4NLP@ACL 2016: 40-52
[i1]
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Guy Emerson, Ann A. Copestake:
Functional Distributional Semantics. CoRR abs/1606.08003 (2016)
2015
[c2]
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Guy Emerson, Ann A. Copestake:
Leveraging a Semantically Annotated Corpus to Disambiguate Prepositional Phrase Attachment. IWCS 2015: 1-11
2014
[c1]
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  - conf/coling/EmersonD14
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Guy Emerson, Thierry Declerck:
SentiMerge: Combining Sentiment Lexicons in a Bayesian Framework. LG-LP@COLING 2014: 30-38

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