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A survey on semantic processing techniques
Semantic processing is a fundamental research domain in computational linguistics. In the
era of powerful pre-trained language models and large language models, the advancement …
era of powerful pre-trained language models and large language models, the advancement …
[PDF][PDF] Chinese zero pronoun resolution with deep neural networks
While unsupervised anaphoric zero pronoun (AZP) resolvers have recently been shown to
rival their supervised counterparts in performance, it is relatively difficult to scale them up to …
rival their supervised counterparts in performance, it is relatively difficult to scale them up to …
[PDF][PDF] A tree kernel-based unified framework for Chinese zero anaphora resolution
This paper proposes a unified framework for zero anaphora resolution, which can be divided
into three sub-tasks: zero anaphor detection, anaphoricity determination and antecedent …
into three sub-tasks: zero anaphor detection, anaphoricity determination and antecedent …
[PDF][PDF] A discriminative approach to japanese zero anaphora resolution with large-scale lexicalized case frames
We present a discriminative model for Japanese zero anaphora resolution that
simultaneously determines an appropriate case frame for a given predicate and its predicate …
simultaneously determines an appropriate case frame for a given predicate and its predicate …
ZPR2: Joint zero pronoun recovery and resolution using multi-task learning and BERT
Zero pronoun recovery and resolution aim at recovering the dropped pronoun and pointing
out its anaphoric mentions, respectively. We propose to better explore their interaction by …
out its anaphoric mentions, respectively. We propose to better explore their interaction by …
[PDF][PDF] Intra-sentential subject zero anaphora resolution using multi-column convolutional neural network
This paper proposes a method for intrasentential subject zero anaphora resolution in
Japanese. Our proposed method utilizes a Multi-column Convolutional Neural Network …
Japanese. Our proposed method utilizes a Multi-column Convolutional Neural Network …
Cross-lingual zero pronoun resolution
Abstract In languages like Arabic, Chinese, Italian, Japanese, Korean, Portuguese, Spanish,
and many others, predicate arguments in certain syntactic positions are not realized instead …
and many others, predicate arguments in certain syntactic positions are not realized instead …
[PDF][PDF] Discriminative approach to predicate-argument structure analysis with zero-anaphora resolution
This paper presents a predicate-argument structure analysis that simultaneously conducts
zero-anaphora resolution. By adding noun phrases as candidate arguments that are not …
zero-anaphora resolution. By adding noun phrases as candidate arguments that are not …
Zero‐anaphora resolution in Korean based on deep language representation model: BERT
It is necessary to achieve high performance in the task of zero anaphora resolution (ZAR) for
completely understanding the texts in Korean, Japanese, Chinese, and various other …
completely understanding the texts in Korean, Japanese, Chinese, and various other …
A Detailed Study on Anaphora Resolution System for Asian Languages
In the field of Computational Linguistics,“anaphora" is a term used to denote the deliberate
utilization of a word earlier mentioned in the discourse to mitigate redundancy. Anaphora …
utilization of a word earlier mentioned in the discourse to mitigate redundancy. Anaphora …