Papers Definition Modelling
“Definition Modelling” 태그가 달린 논문 8편 · 필터 해제
Interpreting token compositionality in LLMs: A robustness analysis
Understanding the internal mechanisms of large language models (LLMs) is integral to enhancing their reliability, interpretability, and inference processes. We present Constituent-Aware Pooling (CAP), a methodology desig…
Definition ModellingDORE: A Dataset For Portuguese Definition Generation
Definition modelling (DM) is the task of automatically generating a dictionary definition for a specific word. Computational systems that are capable of DM can have numerous applications benefiting a wide range of audien…
Definition ModellingText GenerationLlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces
Deep generative neural networks, such as Variational AutoEncoders (VAEs), offer an opportunity to better understand and control language models from the perspective of sentence-level latent spaces. To combine the control…
DecoderDefinition ModellingLanguage ModelingLanguage Modelling+4Edinburgh at SemEval-2022 Task 1: Jointly Fishing for Word Embeddings and Definitions
This paper presents a winning submission to the SemEval 2022 Task 1 on two sub-tasks: reverse dictionary and definition modelling. We leverage a recently proposed unified model with multi-task training. It utilizes data …
Definition ExtractionDefinition ModellingReverse DictionaryWord EmbeddingsJADE: Corpus for Japanese Definition Modelling
This study investigated and released the JADE, a corpus for Japanese definition modelling, which is a technique that automatically generates definitions of a given target word and phrase. It is a crucial technique for pr…
Definition ModellingA Unified Model for Reverse Dictionary and Definition Modelling
We build a dual-way neural dictionary to retrieve words given definitions, and produce definitions for queried words. The model learns the two tasks simultaneously and handles unknown words via embeddings. It casts a wor…
Definition ModellingReverse DictionaryDefinition Modelling for Appropriate Specificity
Definition generation techniques aim to generate a definition of a target word or phrase given a context. In previous studies, researchers have faced various issues such as the out-of-vocabulary problem and over/under-sp…
DecoderDefinition ModellingRe-RankingSpecificityCross-Lingual Wolastoqey-English Definition Modelling
Definition modelling is the task of automatically generating a dictionary-style definition given a target word. In this paper, we consider cross-lingual definition generation. Specifically, we generate English definition…
Definition Modelling