Inclusive education (IE) has been recognized as a key strategy to ensure education for all in the developing world for the last two decades. As a developing country, Bangladesh is striving to address IE by undergoing various initiatives such as policy reform, awareness creation and teacher development. This paper based on a qualitative approach attempts to explore pre-service teachers' responses to include students with special educational needs (SEN) in regular classrooms in primary schools. A one-on-one interview was conducted with 20 pre-service teachers who were enrolled in a teacher education program of one public university in Bangladesh. The findings revealed from the study indicate that majority of the pre-service teachers have unfavourable attitudes to include students with SEN in regular classrooms. Misconception and lack of knowledge about disabilities are revealed from most of the pre-service teachers' responses. Further large class size, high workloads, inflexible curriculum policy of primary education and inadequate experiential learning facilities of teacher education program are identified as barriers to IE reform. Several issues are discussed as implications in order to promote better inclusive practices in regular primary education.