Look at the WHERE clause to adjust it for the duration threshold you are interested in.
SELECT
r.session_id
, p.kpid
, r.start_time
, DATEDIFF(SECOND, r.start_time, GETDATE()) as elapsed_time
, st.text
, r.status
, r.command
, r.cpu_time
, r.wait_type
, DB_NAME(r.database_id)
, p.hostname
, qp.query_plan
FROM
sys.dm_exec_requests AS r
INNER JOIN sys.sysprocesses AS p on r.session_id = p.spid
CROSS APPLY sys.dm_exec_sql_text(p.sql_handle) AS st
CROSS APPLY sys.dm_exec_query_plan(r.plan_handle) AS qp
WHERE session_id > 50
AND DATEDIFF(SECOND, r.start_time, GETDATE()) > 10 -- duration in seconds
ORDER BY r.start_time
From Measure TSQL Statement Performance , this query provides performance statistics for cached query plans.
SELECT creation_time
,last_execution_time
,total_physical_reads
,total_logical_reads
,total_logical_writes
, execution_count
, total_worker_time
, total_elapsed_time
, total_elapsed_time / execution_count avg_elapsed_time
,SUBSTRING(st.text, (qs.statement_start_offset/2) + 1,
((CASE statement_end_offset
WHEN -1 THEN DATALENGTH(st.text)
ELSE qs.statement_end_offset END
- qs.statement_start_offset)/2) + 1) AS statement_text
FROM sys.dm_exec_query_stats AS qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) st
ORDER BY total_elapsed_time / execution_count DESC;
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