WebOct 14, 2024 · To fuse these heterogeneous factors, we propose a novel triaffine mechanism including triaffine attention and scoring, which interacts with multiple factors … WebFusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. Z Yuan, C Tan, S Huang, F Huang. Findings of ACL, 2024, 2024. 17: 2024: Unsupervised multi-granular Chinese word segmentation and term discovery via graph partition. Z Yuan, Y Liu, Q Yin, B Li, X Feng, G Zhang, S Yu.

Nested Named Entity Recognition Papers With Code

WebNested entities are observed in many domains due to their compositionality, which cannot be easily recognized by the widely-used sequence labeling framework. A natural solution … WebFusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. Preprint. Full-text available. Oct 2024; Zheng Yuan; Chuanqi Tan; Songfang Huang; Fei Huang; book written by megasthenes

Nested Named Entity Recognition with Partially-Observed TreeCRFs

WebApr 25, 2024 · Experiments show that the proposed triaffine mechanism outperforms previous span-based methods, achieves the state-of-the-art F_1 scores on nested NER datasets GENIA and KBP2024, and shows comparable results on ACE2004 and ACE2005. WebYuan et al. (2024) proposed a triaffine mechanism to integrate all useful information of different formats. To reduce the computational complexity in exhaustive enumeration, ... Table 8 shows that the model proposed by Yan et al. (2024) has the largest number of parameters, in which a triaffine is adopted to integrate features with different ... WebJan 1, 2024 · To fuse these heterogeneous factors, we propose a novel triaffine mechanism including triaffine attention and scoring, which interacts with multiple factors in both the … hashem in arabic