Event group

2025

Rollup page for related agenda records under 2025.

Direct answer: 62 related records and 447 agenda items are grouped here.

Related records62

All slices for this event.

Usable records4

Usable agenda slices.

Strong records4

Gold/silver strong records.

Agenda items447

Combined extracted items.

Best score41

Best related record.

Related Records

Related records may include overview, day schedule, track, and session-detail pages.

ACL - Tutorials41

This applied learning or working session in Academic / Research / Science shows 29 visible agenda rows from 2025.aclweb.org and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits...

Academic / Research / ScienceApplied Learning or Working SessionGES 4129 Agenda ItemsPublication Polished

Source: 2025.aclweb.org

ACL - Main Conference Papers41

This action-oriented convening in Academic / Research / Science shows 42 visible agenda rows from 2025.aclweb.org and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Personalization; the main limits are Follow Through and...

Academic / Research / ScienceAction-oriented ConveningGES 4142 Agenda ItemsPublication Polished

Source: 2025.aclweb.org

ACL - Findings Papers36

This applied learning or working session in Academic / Research / Science shows 20 visible agenda rows from 2025.aclweb.org and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Follow...

Academic / Research / ScienceApplied Learning or Working SessionGES 3620 Agenda Items

Source: 2025.aclweb.org

ACL - Main Conference Papers35

This applied learning or working session in Academic / Research / Science shows 26 visible agenda rows from 2025.aclweb.org and scores 35/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Follow...

Academic / Research / ScienceApplied Learning or Working SessionGES 3526 Agenda Items

Source: 2025.aclweb.org

Conference Overview34

This broadcast-heavy conference in Technology / AI / Startup shows 65 visible agenda rows from 2025.aclweb.org and scores 34/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Personalization; the main limits are Follow Through and Network Design....

Technology / AI / StartupBroadcast-heavy ConferenceGES 3465 Agenda ItemsPublication Polished

Source: 2025.aclweb.org

This mixed-format event agenda in Unknown shows 28 visible agenda rows from 2025.aclweb.org and scores 34/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Follow Through and Network Design. Visible...

UnknownMixed-format Event AgendaGES 3428 Agenda Items

Source: 2025.aclweb.org

Industry Track Papers30

This applied learning or working session in Academic / Research / Science shows 18 visible agenda rows from 2025.aclweb.org and scores 30/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Follow...

Academic / Research / ScienceApplied Learning or Working SessionGES 3018 Agenda Items

Source: 2025.aclweb.org

ACL - Workshops30

This mixed-format event agenda in Unknown shows 80 visible agenda rows from 2025.aclweb.org and scores 30/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow Through and Network Design. Visible...

UnknownMixed-format Event AgendaGES 3080 Agenda Items

Source: 2025.aclweb.org

System Demonstrations Papers29

This academic research science agenda in Academic / Research / Science shows 17 visible agenda rows from 2025.aclweb.org and scores 29/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Personalization; the main limits are Follow Through and...

Academic / Research / ScienceAcademic Research Science AgendaGES 2917 Agenda Items

Source: 2025.aclweb.org

This mixed-format event agenda in Unknown shows 19 visible agenda rows from 2025.aclweb.org and scores 26/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through and Network Design. Visible...

UnknownMixed-format Event AgendaGES 2619 Agenda Items

Source: 2025.aclweb.org

ACL - Industry Track24

This broadcast-heavy conference in Academic / Research / Science shows 35 visible agenda rows from 2025.aclweb.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Future-of-Work Fit; the main limits are Follow Through and Network...

Academic / Research / ScienceBroadcast-heavy ConferenceGES 2435 Agenda ItemsPublication Polished

Source: 2025.aclweb.org

Oral sessions with panel discussion24

This mixed-format event agenda in Unknown shows 16 visible agenda rows from 2025.aclweb.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow Through and Network Design. Visible...

UnknownMixed-format Event AgendaGES 2416 Agenda Items

Source: 2025.aclweb.org

This mixed-format event agenda in Unknown shows 22 visible agenda rows from 2025.aclweb.org and scores 23/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow Through and Network Design. Visible...

UnknownMixed-format Event AgendaGES 2322 Agenda Items

Source: 2025.aclweb.org

This academic research science agenda in Academic / Research / Science shows 15 visible agenda rows from 2025.aclweb.org and scores 22/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow Through...

Academic / Research / ScienceAcademic Research Science AgendaGES 2215 Agenda Items

Source: 2025.aclweb.org

This academic research science agenda in Academic / Research / Science shows 15 visible agenda rows from 2025.aclweb.org and scores 20/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow Through...

Academic / Research / ScienceAcademic Research Science AgendaGES 2015 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Academic / Research / Science shows 0 visible agenda rows from 2025.aclweb.org and scores 9/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and Network Design. Visible...

Academic / Research / ScienceAgenda LeadGES 90 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Unknown shows 0 visible agenda rows from 2025.aclweb.org and scores 8/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Network Design. Visible mechanisms include no strong...

UnknownAgenda LeadGES 80 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Unknown shows 0 visible agenda rows from 2025.aclweb.org and scores 8/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Network Design. Visible mechanisms include no strong...

UnknownAgenda LeadGES 80 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Unknown shows 0 visible agenda rows from 2025.aclweb.org and scores 8/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Network Design. Visible mechanisms include no strong...

UnknownAgenda LeadGES 80 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Unknown shows 0 visible agenda rows from 2025.aclweb.org and scores 8/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Network Design. Visible mechanisms include no strong...

UnknownAgenda LeadGES 80 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Unknown shows 0 visible agenda rows from 2025.aclweb.org and scores 8/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Network Design. Visible mechanisms include no strong...

UnknownAgenda LeadGES 80 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Unknown shows 0 visible agenda rows from 2025.aclweb.org and scores 8/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Network Design. Visible mechanisms include no strong...

UnknownAgenda LeadGES 80 Agenda Items

Source: 2025.aclweb.org

This agenda lead in Unknown shows 0 visible agenda rows from 2025.aclweb.org and scores 8/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Network Design. Visible mechanisms include no strong...

UnknownAgenda LeadGES 80 Agenda Items

Source: 2025.aclweb.org

How To Read The Corpus

The site is built for readers first: plain terms, source links, visible limitations, and role-specific next steps.

Agenda records

Source pages or agenda slices captured from public event sites. One large event may produce several records.

Event groups

Deduplicated clusters that gather related agenda, day, track, session, and source pages for one event.

GES

The Gathering Effectiveness Score: a strict 0-100 public-evidence reading of visible outcome architecture, not an award or causal proof claim.

Primary source

The source URL is the evidence trail. Open it before using a record for decisions, sponsorship, research, or comparison.

Choose Your Path

The same corpus answers different questions depending on whether you own, fund, design, sponsor, or package events.

Event ownersStart

Benchmark the agenda before the budget is locked.

Inspect whether the agenda creates qualified movement, not just visibility.

Event designersDesign

Turn passive blocks into participant work and proof loops.

Require outcomes, owners, and follow-through before another big room.

Data partnersData

Turn public event listings into agenda intelligence.

Answer Engine Notes

What is an event group rollup?

It groups related agenda slices that appear to belong to the same event.

Why are there multiple records?

Public event sites often expose overview, day, track, session, and schedule pages separately.