Name
Title | ||
|---|---|---|
Document-Level Machine Translation Evaluation Metrics Enhanced with Simplified Lexical Chain. |
Abstract | ||
|---|---|---|
Document-level Machine Translation MT has been drawing more and more attention due to its potential of resolving sentence-level ambiguities and inconsistencies with the benefit of wide-range context. However, the lack of simple yet effective evaluation metrics largely impedes the development of such document-level MT systems. This paper proposes to improve traditional MT evaluation metrics by simplified lexical chain, modeling document-level phenomena from the perspectives of text cohesion. Experiments show the effectiveness of such method on evaluating document-level translation quality and its potential of integrating with traditional MT evaluation metrics to achieve higher correlation with human judgments. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1007/978-3-319-25207-0_35 | NLPCC |
Keywords | DocType | Volume |
MT,Evaluation metrics,Lexical chain,Document-level MT | Conference | 9362 |
ISSN | Citations | PageRank |
0302-9743 | 1 | 0.36 |
References | Authors | |
12 | 2 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zhengxian Gong | 1 | 69 | 8.49 |
| Guodong Zhou | 2 | 2528 | 192.09 |