4 papers · 1 filter
CanLegalRAGBench: Evaluating Retrieval-Augmented Generation on Canadian Case Law
Ethan Zhao, Maksym Taranukhin, Wei Cui +2
RAG-based legal assistants have been growing in popularity, but LLM hallucinations remain a key issue and potentially undermines justice. While benchmarks have been developed to ev…
InfoGatherer: Principled Information Seeking via Evidence Retrieval and Strategic Questioning
Maksym Taranukhin, Shuyue Stella Li, Evangelos Milios +3
LLMs are increasingly deployed in high-stakes domains such as medical triage and legal assistance, often as document-grounded QA systems in which a user provides a description, rel…
Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning
Maksym Taranukhin, Vered Shwartz, Evangelos Milios
Social media platforms are rich sources of opinionated content. Stance detection allows the automatic extraction of users' opinions on various topics from such content. We focus on…
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights
Maksym Taranukhin, Sahithya Ravi, Gabor Lukacs +2
The Canadian air travel sector has seen a significant increase in flight delays, cancellations, and other issues concerning passenger rights. Recognizing this demand, we present a…