Word Sense Inventories by Non-Experts.
In this paper, we explore different strategies for implementing a crowdsourcing methodology for a single-step construction of an empirically-derived sense inventory and the corresponding sense-annotated corpus. We report on the crowdsourcing experiments using implementation strategies with different HIT costs, worker qualification testing, and other restrictions. We describe multiple adjustments required to ensure successful HIT design, given significant changes within the crowdsourcing community over the last three years.
Code (0)
등록된 구현이 없습니다.
Tasks
Word Sense DisambiguationSimilar Papers 제목 키워드 기반
Coarse-Grained Sense Inventories Based on Semantic Matching between English Dictionaries
WordNet is one of the largest handcrafted concept dictionaries visualizing word connections through semantic relationships. It is widely used as a word sense inventory in natural language processing tasks. However, WordN…
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories
Word Sense Disambiguation (WSD) aims to automatically identify the exact meaning of one word according to its context. Existing supervised models struggle to make correct predictions on rare word senses due to limited tr…
SentenceWord Sense DisambiguationGraph-Based Induction of Word Senses in Croatian
Word sense induction (WSI) seeks to induce senses of words from unannotated corpora. In this paper, we address the WSI task for the Croatian language. We adopt the word clustering approach based on co-occurrence graphs, …
Clusteringgraph constructionWord Sense DisambiguationWord Sense InductionCro36WSD: A Lexical Sample for Croatian Word Sense Disambiguation
We introduce Cro36WSD, a freely-available medium-sized lexical sample for Croatian word sense disambiguation (WSD).Cro36WSD comprises 36 words: 12 adjectives, 12 nouns, and 12 verbs, balanced across both frequency bands …
Word Sense DisambiguationEmpirical Comparisons of MASC Word Sense Annotations
We analyze how different conceptions of lexical semantics affect sense annotations and how multiple sense inventories can be compared empirically, based on annotated text. Our study focuses on the MASC project, where dat…