diff --git a/include/mlir-hlo/Dialect/mhlo/transforms/map_hlo_to_lhlo_op.h b/include/mlir-hlo/Dialect/mhlo/transforms/map_hlo_to_lhlo_op.h
index ef36f41..b2750e7 100644
--- a/include/mlir-hlo/Dialect/mhlo/transforms/map_hlo_to_lhlo_op.h
+++ b/include/mlir-hlo/Dialect/mhlo/transforms/map_hlo_to_lhlo_op.h
@@ -60,6 +60,7 @@ MAP_HLO_TO_LHLO(ImagOp);
 MAP_HLO_TO_LHLO(IotaOp);
 MAP_HLO_TO_LHLO(IsFiniteOp);
 MAP_HLO_TO_LHLO(LogOp);
+MAP_HLO_TO_LHLO(Log1pOp);
 MAP_HLO_TO_LHLO(MaxOp);
 MAP_HLO_TO_LHLO(MinOp);
 MAP_HLO_TO_LHLO(MulOp);
diff --git a/include/mlir-hlo/Dialect/mhlo/transforms/map_lmhlo_to_scalar_op.h b/include/mlir-hlo/Dialect/mhlo/transforms/map_lmhlo_to_scalar_op.h
index eadc32c..d91770e 100644
--- a/include/mlir-hlo/Dialect/mhlo/transforms/map_lmhlo_to_scalar_op.h
+++ b/include/mlir-hlo/Dialect/mhlo/transforms/map_lmhlo_to_scalar_op.h
@@ -429,6 +429,18 @@ inline Value MapLhloOpToStdScalarOp<lmhlo::LogOp>(Location loc,
       loc, result_types, args, b);
 }
 
+template <>
+inline Value MapLhloOpToStdScalarOp<lmhlo::Log1pOp>(Location loc,
+                                                    ArrayRef<Type> result_types,
+                                                    ArrayRef<Value> args,
+                                                    OpBuilder* b) {
+  auto ty = result_types.front().cast<FloatType>();
+  Value x = args.front();
+  Value one = b->create<ConstantOp>(loc, b->getFloatAttr(ty, 1.0));
+  Value x_plus_one = b->create<AddFOp>(loc, x, one);
+  return b->create<::mlir::LogOp>(loc, x_plus_one);
+}
+
 template <>
 inline Value MapLhloOpToStdScalarOp<lmhlo::MaxOp>(Location loc,
                                                   ArrayRef<Type> result_types,
diff --git a/lib/Dialect/mhlo/transforms/legalize_to_linalg.cc b/lib/Dialect/mhlo/transforms/legalize_to_linalg.cc
index 9a31f8c..e677b04 100644
--- a/lib/Dialect/mhlo/transforms/legalize_to_linalg.cc
+++ b/lib/Dialect/mhlo/transforms/legalize_to_linalg.cc
@@ -1239,6 +1239,7 @@ void populateLHLOToLinalgConversionPattern(MLIRContext* context,
                    PointwiseToLinalgConverter<lmhlo::ImagOp>,
                    PointwiseToLinalgConverter<lmhlo::IsFiniteOp>,
                    PointwiseToLinalgConverter<lmhlo::LogOp>,
+                   PointwiseToLinalgConverter<lmhlo::Log1pOp>,
                    PointwiseToLinalgConverter<lmhlo::MaxOp>,
                    PointwiseToLinalgConverter<lmhlo::MinOp>,
                    PointwiseToLinalgConverter<lmhlo::MulOp>,
@@ -1359,6 +1360,7 @@ void populateHLOToLinalgConversionPattern(MLIRContext* context,
                PointwiseToLinalgConverter<mhlo::ImagOp, false>,
                PointwiseToLinalgConverter<mhlo::IsFiniteOp, false>,
                PointwiseToLinalgConverter<mhlo::LogOp, false>,
+               PointwiseToLinalgConverter<mhlo::Log1pOp, false>,
                PointwiseToLinalgConverter<mhlo::MaxOp, false>,
                PointwiseToLinalgConverter<mhlo::MinOp, false>,
                PointwiseToLinalgConverter<mhlo::MulOp, false>,