It's better for me to summarize my knowledge on the subject.
$\let\Lam=\Lambda \let\u=\uparrow \let\d=\downarrow \def\cL{{\cal L}}
\def\R{{\Bbb R}^4} \def\bx{{\bf x}} \def\by{{\bf y}} \def\rT{{\mathrm T}}
\def\qLq{\quad\Leftrightarrow\quad}$
Lorentz group $\cL$ is defined as the group of linear maps on $\R$
leaving invariant Minkowski metric: define
$$x_\mu = g_{\mu\nu}\,x^\nu \qquad
g_{\mu\nu} = \mathrm{diag}(1,-1,-1,-1).$$
If $\bx\in\R$ and $\by=\Lam\bx$ then
$$\Lam \in \cL \qLq y^\mu y_\mu = x^\mu x_\mu.$$
Then, if $G=\|g_{\mu\nu}\|$
or, equivalently
$$\Lam \in \cL \qLq \Lam^{-1} = G\,\Lam^\rT G.$$
From eq. (1) it can be shown
$$\det\Lam = \pm 1 \tag2$$
and
$$|\Lam^0{}_0| \ge 1 \tag3$$
both signs being allowed.
This shows that $\cL$ is the union of four unconnected components:
$$\cL_+^\u,\quad \cL_+^\d,\quad \cL_-^\u,\quad \cL_-^\d.$$
$\cL_+^\u$ is a subgroup of $\cL$, known as proper orthochronous
Lorentz group. The other three aren't, but their unions with $\cL_+^\u$ define different subgroups: proper, orthochronous, orthochorous (?). SO(3,1) is the proper group, which isn't connected. When it comes to representations it is $\cL_+^\u$ the first to be considered, since it is connected.
(Note that I was wrong in my previous comment when I identified the proper group with $\cL_+^\u$. My reference should have been to the latter.)
Why to bring up SL(2,C)? I already wrote about it, but let me repeat for completeness. The reason is $\cL_+^\u$ isn't simply connected and we are in need to also take into account its "two-valued" representations, just as for SO(3) when we are concerned with space rotations. SL(2,C) is to $\cL_+^\u$ exactly what SU(2) is to SO(3).
Irreps of SL(2,C) can be found via its Lie algebra. It can be shown that it is the direct product of two copies of su(2) (the Lie algebra of SU(2)). Then irreps of SL(2,C) are characterized by two quantum numbers, with integer or half-integer values: $(j,j')$. The order of this irrep is $(2j+1)(2j'+1)$. Note that when $j=j'$ we have a rep equivalent to a real one. If $j\ne j'$ a complex rep results.
Examples:
- $(0,0)$ is a trivial rep, the one of Lorentz scalars.
- $(1/2,0)$ is 2D complex - these are spinors.
- $(1/2,0)\oplus(0,1/2)$ is a complex 4D rep, the one of Dirac bispinors. Why to introduce a sum of irreps I'll explain presently.
- $(1/2,1/2)$ is real 4D. These are Lorentz 4-vectors.
- $(1,0)$ is complex 3D. Here we are! $A^{\mu\nu}_+$ trasforms according this rep. $A^{\mu\nu}_-$ according the conjugate $(0,1)$ (or maybe the reverse? I didn't check).
- $(1,1)$ is real 9D, the symmetrical traceless tensors. Traceless because the trace is a scalar by itself, so it must be subtracted away to have an irrep.
I'm left with an answer still waiting: why $(1/2,0)\oplus(0,1/2)$? And what about $(1,0)\oplus(0,1)$? Remember that $\cL_+^\u$ doesn't contain space inversion (whose determinant is $-1$). In order to include it we have to examine $\cL^\u$, the orthochronous group. Since $\cL_+^\u$ is a subgroup of $\cL^\u$, many (not all) irreps of the latter do reduce when viewed as reps of the former. More exactly, the reduction will be into two of halved dimension.
It happens that irreps $(j,j)$ of $\cL_+^\u$ are also reps of $\cL^\u$, whereas it isn't so if $j\ne j'$. In that case we must take the direct sum $(j,j')\oplus(j',j)$. Here is why bispinors: Dirac theory is also invariant under space reflections. And the direct sum $(1,0)\oplus(0,1)$ gives a 6D irrep of $\cL^\u$, $(\vec E + i \vec B, \vec E - i \vec B)$. Rearranging these 6 components you get an antisymmetric tensor. These are irreducible under $\cL^\u$, reducible under $\cL_+^\u$.