Search Results for author: Shuyan Zhou

Found 8 papers, 6 papers with code

MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages

1 code implementation16 Mar 2022 Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig

While there has been a recent burgeoning of applications at the intersection of natural and programming languages, such as code generation and code summarization, these applications are usually English-centric.

Code Generation Code Summarization

Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data

1 code implementation ACL 2022 Shuyan Zhou, Li Zhang, Yue Yang, Qing Lyu, Pengcheng Yin, Chris Callison-Burch, Graham Neubig

To this end, we develop a simple and efficient method that links steps (e. g., "purchase a camera") in an article to other articles with similar goals (e. g., "how to choose a camera"), recursively constructing the KB.

Video Retrieval

Hierarchical Control of Situated Agents through Natural Language

no code implementations16 Sep 2021 Shuyan Zhou, Pengcheng Yin, Graham Neubig

When humans conceive how to perform a particular task, they do so hierarchically: splitting higher-level tasks into smaller sub-tasks.

Soft Gazetteers for Low-Resource Named Entity Recognition

1 code implementation ACL 2020 Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell

However, designing such features for low-resource languages is challenging, because exhaustive entity gazetteers do not exist in these languages.

Cross-Lingual Entity Linking Entity Linking +2

Improving Candidate Generation for Low-resource Cross-lingual Entity Linking

1 code implementation TACL 2020 Shuyan Zhou, Shruti Rijhawani, John Wieting, Jaime Carbonell, Graham Neubig

Cross-lingual entity linking (XEL) is the task of finding referents in a target-language knowledge base (KB) for mentions extracted from source-language texts.

Cross-Lingual Entity Linking Entity Linking +1

Towards Zero-resource Cross-lingual Entity Linking

1 code implementation WS 2019 Shuyan Zhou, Shruti Rijhwani, Graham Neubig

Cross-lingual entity linking (XEL) grounds named entities in a source language to an English Knowledge Base (KB), such as Wikipedia.

Cross-Lingual Entity Linking Entity Linking

Improving Robustness of Neural Machine Translation with Multi-task Learning

1 code implementation WS 2019 Shuyan Zhou, Xiangkai Zeng, Yingqi Zhou, Antonios Anastasopoulos, Graham Neubig

While neural machine translation (NMT) achieves remarkable performance on clean, in-domain text, performance is known to degrade drastically when facing text which is full of typos, grammatical errors and other varieties of noise.

Machine Translation Multi-Task Learning +1

Aggregated Semantic Matching for Short Text Entity Linking

no code implementations CONLL 2018 Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong pan

The task of entity linking aims to identify concepts mentioned in a text fragments and link them to a reference knowledge base.

Card Games Entity Linking +2

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