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1
Universal Dependencies and Semantics for English and Hebrew Child-directed Speech
In: Proceedings of the Society for Computation in Linguistics (2022)
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2
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking ...
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3
Blindness to Modality Helps Entailment Graph Mining ...
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4
Incorporating Temporal Information in Entailment Graph Mining ...
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5
Blindness to Modality Helps Entailment Graph Mining ...
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6
Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ...
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7
Prosodic segmentation for parsing spoken dialogue ...
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8
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking ...
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9
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing ...
Abstract: The training of NLP models often requires large amounts of labelled training data, which makes it difficult to expand existing models to new languages. While zero-shot cross-lingual transfer relies on multilingual word embeddings to apply a model trained on one language to another, Yaro et al. propose the method of annotation projection to generate training data without manual annotation. This method was successfully used for the tasks of named entity recognition and coarse-grained entity typing, but we show that it is outperformed by zero-shot cross-lingual transfer when applied to the similar task of fine-grained entity typing. In our study of fine-grained entity typing with the FIGER type ontology for German, we show that annotation projection amplifies the English model's tendency to underpredict level 2 labels and is beaten by zero-shot cross-lingual transfer on three novel test sets. ...
URL: https://dx.doi.org/10.48448/mv33-0t09
https://underline.io/lecture/39452-zero-shot-cross-lingual-transfer-is-a-hard-baseline-to-beat-in-german-fine-grained-entity-typing
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10
Formal Basis of a Language Universal ...
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11
Modality and Negation in Event Extraction ...
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12
Modality and Negation in Event Extraction ...
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13
Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech ...
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14
Incorporating Temporal Information in Entailment Graph Mining ...
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15
Aspectuality Across Genre: A Distributional Semantics Approach ...
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16
Learning Negation Scope from Syntactic Structure ...
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17
Representation and parsing of multiword expressions: Current trends
Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019
In: Language Science Press; (2019)
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18
Representation and parsing of multiword expressions: Current trends
Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019
In: Language Science Press; (2019)
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19
Representation and parsing of multiword expressions: Current trends
Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019
In: Language Science Press; (2019)
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20
Representation and parsing of multiword expressions: Current trends
Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019
In: Language Science Press; (2019)
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