Ali Al Lawati

BLUFF: Benchmarking in Low-resoUrce Languages for detecting Falsehoods and Fake news featured image

BLUFF: Benchmarking in Low-resoUrce Languages for detecting Falsehoods and Fake news

BLUFF is the largest multilingual fake news detection benchmark, spanning 79 languages with 202K+ samples. It introduces AXL-CoI for adversarial generation and mPURIFY for quality …

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Jason Lucas
Chain-of-Interactions: Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions featured image

Chain-of-Interactions: Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions

Chain-of-Interactions (CoI) introduces a novel multi-step framework that leverages LLMs' in-context learning capabilities for abstractive task-oriented dialogue summarization. …

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Jason Lucas
Graph-based Molecular In-context Learning Grounded on Morgan Fingerprints featured image

Graph-based Molecular In-context Learning Grounded on Morgan Fingerprints

GAMIC introduces a novel self-supervised learning approach for molecular in-context learning that combines graph neural networks with Morgan fingerprints to better capture …

ali-al-lawati
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text featured image

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text

This work introduces semantic captioning for SQL queries, addressing the reverse operation of semantic parsing by translating SQL code into natural language explanations. Using …

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