Topic: pipeline

The DS@GT ARC has developed an automated pipeline for generating fact-checking articles to address the gap between misinformation spread rates and manual verification by professional fact-checkers. This system aims to efficiently produce explanatory articles on factual verifications, enhancing the ability to combat misinformation.

arxiv.org↗

A new multimodal pipeline called ElectroChemLLM has been developed to enhance electrochemical informatics by integrating various data types, addressing limitations of existing text-only approaches and accelerating advancements in energy storage technologies for sustainability.

arxiv.org↗

A new large-scale corpus called Lipi-Ghor has been created for Bengali speech, addressing the under-resourcing issue in spoken language research by providing extensive, diarized, multi-domain audio. This corpus is significant as it offers a substantial dataset for improving Bengali speech recognition technologies.

arxiv.org↗

A new approach uses agentic pipelines with frozen models to improve LLM-based emotion reasoning systems without the high computational costs of instruction tuning. This method is significant as it balances efficiency and effectiveness in processing multimodal emotional data during conversations.

arxiv.org↗

PaperFormalizer is a new Lean-based tool designed to help researchers identify and correct logical gaps in their papers, transforming them into formally verified documents. This tool matters because it ensures the rigor and reliability of research findings by leveraging formal verification techniques directly within the author's workflow.

arxiv.org↗