Interacting selectively and non-covalently with thyrotropin-releasing hormone, a tripeptide hormone that stimulates the release of thyroid-stimulating hormone (TSH) and prolactin by the anterior pituitary and it is produced by the hypothalamus and travels across the median eminence to the pituitary via the pituitary portal system.