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05/29/2023
Syntax and Semantics Meet in the "Middle": Probing the Syntax-Semantics Interface of LMs Through Agentivity
Recent advances in large language models have prompted researchers to ex...
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02/04/2023
Construction Grammar Provides Unique Insight into Neural Language Models
Construction Grammar (CxG) has recently been used as the basis for probi...
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05/11/2020
Neural Polysynthetic Language Modelling
Research in natural language processing commonly assumes that approaches...
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12/04/2019
A Resource for Computational Experiments on Mapudungun
We present a resource for computational experiments on Mapudungun, a pol...
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11/07/2019
Low-Resource Machine Translation using Interlinear Glosses
Neural Machine Translation (NMT) does not handle low-resource translatio...
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02/24/2019
The ARIEL-CMU Systems for LoReHLT18
This paper describes the ARIEL-CMU submissions to the Low Resource Human...
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08/28/2018
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Much work in Natural Language Processing (NLP) has been for resource-ric...
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05/12/2016
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
We introduce polyglot language models, recurrent neural network models t...
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03/23/2015
Unsupervised POS Induction with Word Embeddings
Unsupervised word embeddings have been shown to be valuable as features ...
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03/04/2015
Statistical modality tagging from rule-based annotations and crowdsourcing
We explore training an automatic modality tagger. Modality is the attitu...
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02/05/2015
Use of Modality and Negation in Semantically-Informed Syntactic MT
This paper describes the resource- and system-building efforts of an eig...
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09/24/2014