small doc fixes

lenskit · Jun 12, 2024 · febfec3 · febfec3
1 parent 28b4061
commit febfec3
Showing 2 changed files with 3 additions and 3 deletions.
diff --git a/docs/addons/hpf.rst b/docs/addons/hpf.rst
@@ -4,7 +4,7 @@ Hierarchical Poisson Factorization
 .. module:: lenskit_hpf
 
 This module provides a LensKit bridge to the hpfrec_ library implementing hierarchical Poisson
-factorization :cite:p:`Gopalan2013-ko`.
+factorization :cite:p:`gopalanScalableRecommendationPoisson2013a`.
 
 To install, run::
 

diff --git a/docs/parallel.rst b/docs/parallel.rst
@@ -6,7 +6,7 @@ Parallel Execution
 LensKit supports various forms of parallel execution, each with an environment
 variable controlling its :
 
-- :doc:`Batch operations <batch>` using :doc:`multi-process execution <parallel-model-ops>`.
+- :doc:`Batch operations <batch>` using :ref:`multi-process execution <parallel-model-ops>`.
 - Parallel model training.  For most models provided by LensKit, this is usually
   implemented using PyTorch JIT parallelism (:func:`torch.jit.fork`).
 - Parallel computation in the various backends (BLAS, MKL, Torch, etc.).
@@ -60,7 +60,7 @@ environment variables are:
 
 .. autofunction:: ensure_parallel_init
 
-.. _parallel-model-ops::
+.. _parallel-model-ops:
 
 Parallel Model Ops
 ~~~~~~~~~~~~~~~~~~