Reading the comments and discussing with other users helped me get a much better idea of the possible causes why we hear of so many hard (sometimes free) ascents on El Capitan and almost none on Half Dome.
1. The approach

Fig. 1 - The two possible approaches to HD and the Regular NW Face route [From summitpost.org]
According to mountainproject.com, there are two possible approaches to Half Dome (HD):
1) Hike up from Happy Isles up the Mist Trail through Little Yosemite Valley (approx. 8 miles to the shoulder of Half Dome).
2) Head over from Happy Isles past Mirror Lake and hike up the "Death
Slabs".
Option 1 is smooth hiking and clearly the way to go for the south
facing routes. Option 2 is significantly faster (for the NW face), in
both directions, but requires skilled route finding, very steep
hiking, and use of fixed lines.
Supertopo.com gives an approach time of 3 hours to get to the base of the Regular Northwest Face route (which is on the left side of the NW face, see Fig.1), and even if it is not specified if it is via the trail or via the Death Slabs we can guess is via the Slabs, since it is the fastest path to the NW face.
Some quotes from other websites about the approach:
Get your gear and partner in order. Do an excruciating approach up thousands of feet, passing hundreds of knackered tourists from all over the world. Although a few will recognize you as a climber, most will look at you like you're a bit off in the head for shlepping an enormous, orange plastic backpack up the several million steps. And in many ways they're right, for you're about to pull off one of the most spectacular climbs on the face of our fair planet.[mountainproject.com]
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HD is more of an alpine wall, with a grueling 2.5 hr-half day approach and loose/impossible hauling that forces people to go fast and light.[yosemitebigwall.com, about the route The Reg]

[Fig. 2 - The Death Slabs - From supertopo.com ]
So the approach to HD is not easy: either an 8 miles trail up to the shoulder and then down, or 3 hours up the Death Slabs, a path which includes parts on fixed ropes and some tricky climbing passages (more about the Slabs on summitpost.org).
For comparison, the approach to The Nose on El Cap takes just 10 minutes.
Working on a hard project requires spending days, weeks, sometimes months on the route. If the route is on El Cap, this is not a problem since it is possible to go by car and simply walk for 10 minutes to the base of the route. This is not the case with HD.
2. Route level
Today, aid climbing is not as popular as in the past, and strong climber try to make new free ascents or to free old aid climbing routes. So, when talking about the level, I will concentrate on free ascents.
Yosemitebigwall.com provides a list of the most famous routes in Yosemite by length and level.
Amongst the routes listed as "beginner" level, only one, the Regular NW Face, is on HD, while El Cap has 5.
At "intermediate", we find 25 El Cap routes, but only 3 HD routes.
It looks therefore that the average level of the routes on HD is higher than that on El Cap.
Take for example the famous route Zodiac, on El Capitan: 5.7 A3, 15 pitches. The Huber brothers, who first freed it in 2015, evaluated the difficulty of the free ascent 5.13+. Since then (at the moment I'm writing is October 2017), the route has seen only other two free ascents as far as I know, by Tommy Caldwell in 2015 and by the team composed by Barbara Zangerl and Jacopo Larcher in 2016.
The closest routes in terms of difficulty and length that we can find on HD are:
- South Face, Half Dome South Face VI 5.8 A3 17 pitches
- Tis sa ack, Half Dome Northwest Face VI 5.9 A2+ or C3 21 pitches
- Direct Northwest Face, Half Dome Northwest Face VI 5.10 A2+ 24 pitches
all of which are longer than Zodiac and as hard, if not harder.
Of these three routes, only the Direct NW Face has been free climbed, the first time in 1992 by Todd Skinner and the second time by Tommy Caldwell in 2007. The difficulty of the free ascent is reported to be around 5.13c/d. More about big wall free climbing in Yosemite: https://web.stanford.edu/~clint/yos/longhf.htm#half.
3. Danger
In 2015, a key section of the famous Regular NW Face route on HD fell off.
Quoting climbingyosemite.com:
Water staining on this slab suggests that large portions of the rock sheet that fell were completely separated from the adjacent (and now exposed) rock for decades prior to failure.

[Fig 3 - The flake structure of the rock of HD - From elcapreport]
By looking at pictures of the rock on HD, we can see that there are many similar "flake" structures on the NW face, where most of the climbing routes are (Fig. 3). Actually, the gradual falling of sheets of rock is how HD NW face was formed in the first place; quoting nps.gov:
A number of geologic processes set the stage for rockfalls, including glaciation, weathering, and bedrock fractures. Tectonic stresses and erosion cause granite rock to fracture. Rockfalls later occur along these fractures. Fractures that develop parallel to the surface are called sheeting joints. Sheeting joints create large slabs of rock that ultimately fall away in a process known as exfoliation. In Yosemite Valley, Royal Arches and the face of Half Dome are examples of landforms that have resulted from this process. Over long periods, water flowing through fractures decomposes the bedrock in a process called weathering. Weathering loosens bonds that hold rocks in place.
These recent rockfalls have left many people wondering wether that section of HD is has not become too dangerous to climb.
It may be, therefore, that the peculiar structure of HD makes it more subject to dangerous rockfalls.

From the above map (nps.gov) we can see that even if there have been many rockfalls on El Cap, most of the biggest ones are in winter and fall, when the walls are less frequented. The NW face of HD, on the other side, had many big rockfalls in spring and summer, when the frequentation is higher (especially in spring and early summer).