Tracing text provenance via context-aware lexical substitution
Text content created by humans or language models is often stolen or misused by
adversaries. Tracing text provenance can help claim the ownership of text content or identify …
adversaries. Tracing text provenance can help claim the ownership of text content or identify …
P-adapters: Robustly extracting factual information from language models with diverse prompts
Recent work (eg LAMA (Petroni et al., 2019)) has found that the quality of the factual
information extracted from Large Language Models (LLMs) depends on the prompts used to …
information extracted from Large Language Models (LLMs) depends on the prompts used to …
ParaLS: lexical substitution via pretrained paraphraser
Lexical substitution (LS) aims at finding appropriate substitutes for a target word in a
sentence. Recently, LS methods based on pretrained language models have made …
sentence. Recently, LS methods based on pretrained language models have made …
Unsupervised lexical substitution with decontextualised embeddings
We propose a new unsupervised method for lexical substitution using pre-trained language
models. Compared to previous approaches that use the generative capability of language …
models. Compared to previous approaches that use the generative capability of language …
[HTML][HTML] Arabic Lexical Substitution: AraLexSubD Dataset and AraLexSub Pipeline
Lexical substitution aims to generate a list of equivalent substitutions (ie, synonyms) to a
sentence's target word or phrase while preserving the sentence's meaning to improve …
sentence's target word or phrase while preserving the sentence's meaning to improve …
Chinese Lexical Substitution: Dataset and Method
Existing lexical substitution (LS) benchmarks were collected by asking human annotators to
think of substitutes from memory, resulting in benchmarks with limited coverage and …
think of substitutes from memory, resulting in benchmarks with limited coverage and …
Smart word suggestions for writing assistance
Enhancing word usage is a desired feature for writing assistance. To further advance
research in this area, this paper introduces" Smart Word Suggestions"(SWS) task and …
research in this area, this paper introduces" Smart Word Suggestions"(SWS) task and …
Towards Automated Arabic Synonyms Extraction using Arabic Lexical Substitution
Lexical Substitution (LS) replaces the target word or phrase with its synonym alternatives
that are equivalent in meaning. Despite the richness of the Arabic language, Arabic LS …
that are equivalent in meaning. Despite the richness of the Arabic language, Arabic LS …
Context-aware Swedish Lexical Simplification
E Graichen, A Jönsson - Proceedings of the Second Workshop on …, 2023 - aclanthology.org
We present results from the development and evaluation of context-aware Lexical
simplification (LS) systems for the Swedish language. Three versions of LS models …
simplification (LS) systems for the Swedish language. Three versions of LS models …
Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes
Lexical Substitution is the task of replacing a single word in a sentence with a similar one.
This should ideally be one that is not necessarily only synonymous, but also fits well into the …
This should ideally be one that is not necessarily only synonymous, but also fits well into the …