diff --git a/_data/_events.json b/_data/_events.json
index de001076..15dd7c57 100644
--- a/_data/_events.json
+++ b/_data/_events.json
@@ -43,7 +43,7 @@
      "speakers": [
       {
         "type": "Type of the speaker: Panellist/Invited/Organizer, etc.",
-        "about": [
+        "speakers": [
           "Information about each speaker: Name and Institution",
           "",
           "",
diff --git a/_data/events.json b/_data/events.json
index 094aa765..8c45de13 100644
--- a/_data/events.json
+++ b/_data/events.json
@@ -6,7 +6,7 @@
      "start_date": "2024-09-30",
      "end_date": "2024-10-02",
      "location": {
-       "online": true
+       "location":"Chicago, Illinois"
      },
      "organizer": {
        "type": "Organization",
diff --git a/events/amta-2024.md b/events/amta-2024.md
index 17562e6a..021f8a32 100644
--- a/events/amta-2024.md
+++ b/events/amta-2024.md
@@ -8,10 +8,10 @@ title: AMTA 2024
 end_date: '2024-10-02'
 future_tense_opening_paragraph: The 16th biennial conference of the Association for
   Machine Translation in the Americas (<strong>AMTA 2024</strong>) will take place
-  in Chicago, Illinois, from 30 to 02 October, 2024.
+  in Chicago, Illinois from 30 to 02 October, 2024.
 past_tense_opening_paragraph: The 16th biennial conference of the Association for
-  Machine Translation in the Americas (<strong>AMTA 2024</strong>) took place in Chicago, Illinois
-  from 30 to 02 October, 2024.
+  Machine Translation in the Americas (<strong>AMTA 2024</strong>) took place in Chicago,
+  Illinois from 30 to 02 October, 2024.
 name: AMTA 2024
 id: amta-2024
 description: 16th biennial conference of the Association for Machine Translation in
@@ -38,7 +38,7 @@ seo:
     in the Americas
   startDate: '2024-09-30'
   endDate: '2024-10-02'
-  eventAttendanceMode: OnlineEventAttendanceMode
+  eventAttendanceMode: OfflineEventAttendanceMode
   eventStatus: EventScheduled
   location:
     type: Place
diff --git a/index/index.md b/index/index.md
index d20019f8..eeded100 100644
--- a/index/index.md
+++ b/index/index.md
@@ -57,7 +57,6 @@ The **Machine Translate Foundation** is building **open information** and **comm
 The content covers everything about machine translation, from products to research, and from history to news.
 
 > #### Featured events
-> - [WMT24](/wmt2024) - 12-13 November, Florida 🇺🇸
 > - [AMTA 2024](/amta-2024) - 30 September-02 October, Chicago 🇺🇸
 > - [EAMT 2024](/eamt-2024) - 24-27 June, Sheffield 🇬🇧
 > - [Speech machine translation panel](/meetup) - to be determined, online 🌎