China claims Taiwan as part of its sovereign territory and has not ruled out using force to bring the democratic island under its control.
Beijing has been increasing military and diplomatic pressure on Taiwan to accept its claims and relations have remained tense under Lai, who took office in May.
Lai has been more outspoken than his predecessor Tsai Ing-wen in defending Taiwan's sovereignty, angering Beijing which calls him a "separatist".
Beijing accused Lai on Tuesday of "malicious intent to escalate hostility and confrontation" after he said China was not the "motherland" of Taiwan.
Despite his stance on Taiwan's sovereignty, Lai will likely use his National Day speech to "project predictability and pragmatism", said Wen-Ti Sung, a nonresident fellow at the Atlantic Council's Global China Hub.
Lai is due to deliver his speech in front of the Presidential Office in Taipei at 10:30am (0230 GMT).
Among other things, Lai is expected to talk about China's efforts to "cause chaos" with military harassment and psychological operations targeting Taiwan, according to a person familiar with the speech.
Foreign guests expected to attend the ceremony include three members of the US Congress, as well as senior officials from some of the 12 states that still have diplomatic relations with Taiwan.
The United States switched diplomatic recognition from Taipei to Beijing in 1979 but has remained Taiwan's most important partner and its biggest arms supplier.
Washington opposes Taiwan independence and any attempt by China to forcibly take the island.
Thursday's celebrations mark the 113th anniversary of the toppling of China's Qing dynasty and the subsequent founding of the Republic of China.
The current dispute between China and Taiwan dates back to a civil war between the nationalist forces of Chiang Kai-shek and Mao Zedong's communist fighters.
The nationalists fled to Taiwan in 1949 after they were defeated by the communists.
The Republic of China remains Taiwan's official name.
While Taiwan has its own government, military and currency, China has whittled down the number of countries that recognise the island's claim to statehood.
- Taiwan on alert -
Taiwan was on alert for Chinese military drills near the island on National Day after observing "some maritime deployments", a senior security official told AFP on Wednesday.
China maintains a near-daily military presence around Taiwan and has held three rounds of large-scale war games in the past two years, deploying aircraft and ships to encircle the island.
Taiwan's defence ministry said Thursday that 27 Chinese military aircraft and nine navy vessels were detected around the island in the 24 hours to 6:00 am.
"Lai will signal to Beijing that Taiwan's door is always open, that the Lai government stands ready to hold dialogue with Beijing, so long as the cross-strait dialogue can take place on the basis of equality and mutual respect, rather than on terms unilaterally dictated to by Beijing alone," the Atlantic Council's Sung told AFP.
Beijing severed high-level communications with Taipei in 2016 when Tsai, also a member of Lai's Democratic Progressive Party, took power.
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