diff --git a/bibs/header.bib b/bibs/header.bib
index dcafd22..e48451b 100644
--- a/bibs/header.bib
+++ b/bibs/header.bib
@@ -315,6 +315,7 @@
 @STRING{pldi22      = pldi # ", San Diego, California" }
 @STRING{pldi23      = pldi # ", Orlando, Florida" }
 @STRING{pldi24      = pldi # ", Copenhagen, Denmark" }
+@STRING{pldi25      = pldi # ", Seoul, Korea" }
 
 % ----
 @STRING{lfp         = "ACM Symposium on Lisp and Functional Programming (LFP)" }
diff --git a/bibs/myrefs.bib b/bibs/myrefs.bib
index a871254..28262c1 100644
--- a/bibs/myrefs.bib
+++ b/bibs/myrefs.bib
@@ -1,16 +1,4 @@
 %%%%%%%%%%%%%%%%%%%%%%%%%%%% UNPUBLISHED %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-@unpublished{KZBH25,
-  title  = {Bean: A Language for Backward Error Analysis},
-  author = {Kellison, Ariel E. and Zielinski, Laura and Bindel, David and Hsu, Justin},
-  year   = 2025,
-  url    = {https://arxiv.org/abs/2501.14550},
-  jh     = yes,
-  jhsite = yes,
-  eprint = {2501.14550},
-  archivePrefix = {arXiv},
-  primaryClass  = {cs.PL},
-}
-
 @unpublished{AH23,
   title  = {Separated and Shared Effects in Higher-Order Languages},
   author = {Azevedo de Amorim, Pedro H. and Hsu, Justin},
@@ -143,6 +131,26 @@
 }
 
 %%%%%%%%%%%%%%%%%%%%%%%%%%%% CONFERENCES %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+@article{KZBH25,
+  title  = {Bean: A Language for Backward Error Analysis},
+  author = {Kellison, Ariel E. and Zielinski, Laura and Bindel, David and Hsu, Justin},
+  year   = 2025,
+  month    = jun,
+  url    = {https://arxiv.org/abs/2501.14550},
+  journal  = pacmpl,
+  articleno = {221},
+  volume   = {9},
+  number   = {PLDI},
+  reviewed = yes,
+  jh     = yes,
+  jhsite = yes,
+  doi      = {10.1145/3729324},
+  eprint = {2501.14550},
+  archivePrefix = {arXiv},
+  primaryClass  = {cs.PL},
+  note   = "Appeared at " # pldi25 # ".",
+}
+
 @inproceedings{GBHSZ23,
   title  = {A Categorical Approach to {DIBI} Models},
   author = {Gu, Tao and
@@ -1469,6 +1477,30 @@ inproceedings{HHRRW14,
 }
 
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% TALKS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+@talk{pequan25-talk,
+  title = {Type Systems for Numerical Error Analysis},
+  organization = {{PEQUAN} Team Meeting, {LIP6}},
+  year = 2025,
+  month = apr,
+  jh = yes,
+}
+
+@talk{pps25-talk,
+  title = {Type Systems for Numerical Error Analysis},
+  organization = {{PPS} Seminar, {IRIF}},
+  year = 2025,
+  month = apr,
+  jh = yes,
+}
+
+@talk{barbados25-talk,
+  title = {Type Systems for Numerical Error Analysis},
+  organization = {Barbados Workshop on Probabilistic Semantics, Bellairs Research Institute},
+  year = 2025,
+  month = mar,
+  jh = yes,
+}
+
 @talk{chocola25-talk,
   title = {Type Systems for Numerical Error Analysis},
   organization = {{CHoCoLa} Seminar, {ENS} Lyon},
diff --git a/content/news.md b/content/news.md
index 10888b4..11766d0 100644
--- a/content/news.md
+++ b/content/news.md
@@ -1,3 +1,5 @@
++ **05/2025** **Bean: A Language for Backward Error Analysis** will appear at
+  **PLDI 2025**. Congrats Ariel and Laura!
 + **09/2024** This academic year, I will be on sabbatical at **Imperial College
   London** visiting [**George
   Constantinides**](https://cas.ee.ic.ac.uk/people/gac1/) and [**Eric
@@ -6,9 +8,3 @@
 + **07/2024** I am honored to be selected for the [**2024 EATCS Presburger
   Award**](https://www.eatcs.org/index.php/presburger). Thank you to all of my
   mentors and collaborators for making this possible!
-+ **04/2024** **A Categorical Approach to DIBI Models** to appear at **FSCD 2024**.
-  Congrats Tao and Jialu!
-+ **04/2024** **Verifying Cake Cutting, Faster** to appear at **CAV 2024**.
-  Congrats Noah and Tean!
-+ **04/2024** **Numerical Fuzz: A Type System for Rounding Error Analysis** to
-  appear at **PLDI 2024**. Congrats Ariel!