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AI hallucinations: a misnomer worth clarifying
As large language models continue to advance in Artificial Intelligence (AI), text generation
systems have been shown to suffer from a problematic phenomenon often termed as" …
systems have been shown to suffer from a problematic phenomenon often termed as" …
Chain of agents: Large language models collaborating on long-context tasks
Addressing the challenge of effectively processing long contexts has become a critical issue
for Large Language Models (LLMs). Two common strategies have emerged: 1) reducing the …
for Large Language Models (LLMs). Two common strategies have emerged: 1) reducing the …
A bi-step grounding paradigm for large language models in recommendation systems
As the focus on Large Language Models (LLMs) in the field of recommendation intensifies,
the optimization of LLMs for recommendation purposes (referred to as LLM4Rec) assumes a …
the optimization of LLMs for recommendation purposes (referred to as LLM4Rec) assumes a …
Bias and unfairness in information retrieval systems: New challenges in the llm era
With the rapid advancements of large language models (LLMs), information retrieval (IR)
systems, such as search engines and recommender systems, have undergone a significant …
systems, such as search engines and recommender systems, have undergone a significant …