6 citations · 8 across the 7 of their papers we have counts for
4 papers · 1 filter
Can We Trust the Judges? Validation of Factuality Evaluation Methods via Answer Perturbation
Sarra Gharsallah, Adele Robaldo, Mariia Tokareva +5
Evaluating the factual correctness of large language models (LLMs) is vital for many applications. But are our evaluation tools themselves trustworthy? Despite the rise of factuali…
Automated Alignment between Elicitation Interviews and Requirements
Francesco Dente, Fabiano Dalpiaz, Paolo Papotti
Software requirements are derived from a variety of elicitation techniques, many of which have a conversational nature, like interviews. However, evaluating whether those derived r…
Combating Misinformation in the Arab World: Challenges & Opportunities
Azza Abouzied, Firoj Alam, Raian Ali +1
Misinformation and disinformation pose significant risks globally, with the Arab region facing unique vulnerabilities due to geopolitical instabilities, linguistic diversity, and c…
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning
Giulio Corallo, Orion Weller, Fabio Petroni +1
Incorporating external knowledge in large language models (LLMs) enhances their utility across diverse applications, but existing methods have trade-offs. Retrieval-Augmented Gener…