Here’s a list of food remedies to reduce rheumatoid arthritis pain. Believe it or not, there are food remedies to alleviate rheumatoid arthritis pain. Studies are beginning to shed light that certain foods containing a great amount of anti-inflammatory compounds, could reduce the inflammation, thereby, relieving pain of arthritis.