Search Results for author: Yinglin Wang

Found 6 papers, 3 papers with code

A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation

no code implementations EMNLP 2020 Ming Wang, Yinglin Wang

Contextual embeddings are proved to be overwhelmingly effective to the task of Word Sense Disambiguation (WSD) compared with other sense representation techniques.

Relation Word Sense Disambiguation

Enhancing the Context Representation in Similarity-based Word Sense Disambiguation

no code implementations EMNLP 2021 Ming Wang, Jianzhang Zhang, Yinglin Wang

In previous similarity-based WSD systems, studies have allocated much effort on learning comprehensive sense embeddings using contextual representations and knowledge sources.

Sentence Word Sense Disambiguation

Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot Setting

1 code implementation25 Apr 2023 Jianzhang Zhang, Yiyang Chen, Nan Niu, Yinglin Wang, Chuang Liu

Our evaluation of ChatGPT on requirements IR under zero-shot setting provides preliminary evidence for designing or developing more effective requirements IR methods or tools based on LLMs.

Information Retrieval Language Modelling +1

Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives

1 code implementation ACL 2021 Ming Wang, Yinglin Wang

Lately proposed Word Sense Disambiguation (WSD) systems have approached the estimated upper bound of the task on standard evaluation benchmarks.

Sentence Word Sense Disambiguation

Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models

1 code implementation ACL 2021 Mingyue Han, Yinglin Wang

We mitigate this problem by simply adding a regularization loss and experimental results show that this solution not only improves the model's generalization ability, but also assists the models to perform more robustly on a challenging dataset, BCOPA-CE, which has unbiased token distribution and is more difficult for models to distinguish cause and effect.

Commonsense Causal Reasoning Semantic Similarity +1

Word Sense Disambiguation: A comprehensive knowledge exploitation framework

no code implementations29 Feb 2020 Yinglin Wang, Ming Wang, Hamido Fujita

Word Sense Disambiguation (WSD) has been a basic and on-going issue since its introduction in natural language processing (NLP) community.

graph construction Information Retrieval +6

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