5 papers · 1 filter
Learning Job Title Representation from Job Description Aggregation Network
Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon +2
Learning job title representation is a vital process for developing automatic human resource tools. To do so, existing methods primarily rely on learning the title representation t…
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge
Thanapat Trachu, Chawan Piansaddhayanon, Ekapol Chuangsuwanich
Diffusion-based speech enhancement has shown promising results, but can suffer from a slower inference time. Initializing the diffusion process with the enhanced audio generated by…
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model
Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich
Large Language Models (LLMs) often struggle with hallucinations and outdated information. To address this, Information Retrieval (IR) systems can be employed to augment LLMs with u…
Space Decomposition for Sentence Embedding
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich +1
Determining sentence pair similarity is crucial for various NLP tasks. A common technique to address this is typically evaluated on a continuous semantic textual similarity scale f…
WangchanLion and WangchanX MRC Eval
Wannaphong Phatthiyaphaibun, Surapon Nonesung, Patomporn Payoungkhamdee +6
This technical report describes the development of WangchanLion, an instruction fine-tuned model focusing on Machine Reading Comprehension (MRC) in the Thai language. Our model is…