Tracing text provenance via context-aware lexical substitution

X Yang, J Zhang, K Chen, W Zhang, Z Ma… - Proceedings of the …, 2022 - ojs.aaai.org
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 …

P-adapters: Robustly extracting factual information from language models with diverse prompts

B Newman, PK Choubey, N Rajani - arxiv preprint arxiv:2110.07280, 2021 - arxiv.org
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 …

ParaLS: lexical substitution via pretrained paraphraser

J Qiang, K Liu, Y Li, Y Yuan, Y Zhu - arxiv preprint arxiv:2305.08146, 2023 - arxiv.org
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 …

Unsupervised lexical substitution with decontextualised embeddings

T Wada, T Baldwin, Y Matsumoto, JH Lau - arxiv preprint arxiv …, 2022 - arxiv.org
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 …

[HTML][HTML] Arabic Lexical Substitution: AraLexSubD Dataset and AraLexSub Pipeline

E Naser-Karajah, N Arman - Data, 2024 - mdpi.com
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 …

Chinese Lexical Substitution: Dataset and Method

J Qiang, K Liu, Y Li, Y Li, Y Zhu, YH Yuan… - Proceedings of the …, 2023 - aclanthology.org
Existing lexical substitution (LS) benchmarks were collected by asking human annotators to
think of substitutes from memory, resulting in benchmarks with limited coverage and …

Smart word suggestions for writing assistance

C Wang, S Mao, T Ge, W Wu, X Wang, Y **a… - arxiv preprint arxiv …, 2023 - arxiv.org
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 …

Towards Automated Arabic Synonyms Extraction using Arabic Lexical Substitution

E Naser-Karajah, N Arman - IEEE Access, 2024 - ieeexplore.ieee.org
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 …

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 …

Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes

J Vladika, S Meisenbacher, F Matthes - arxiv preprint arxiv:2502.04173, 2025 - arxiv.org
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 …