Dev claim · claim-2275 · #52 of 154
“[…] Constant 24-7 media coverage of every significant storm worldwide just makes it seem that way.””
Claim tags (sorted stems; highlighted when a passage shares them)
- constant
- coverag
- everi
- make
- media
- seem
- signific
- storm
- way
- worldwid
The model’s verdict
The Transformer retrained from the notebook (the 2024 weights were never saved), shown three ways. The first is how the notebook evaluated it.
Notebook protocol
Dev claims predicted in batches of 16, in file order, from the 2024 retrieved evidence, as the notebook does.
- Supports
- 57.1%
- Refutes
- 20.2%
- Not enough info
- 10.1%
- Disputed
- 12.7%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 50.8%
- Refutes
- 23.0%
- Not enough info
- 18.2%
- Disputed
- 8.0%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 60.3%
- Refutes
- 22.6%
- Not enough info
- 5.0%
- Disputed
- 12.1%
Retrieved vs gold evidence
Gold passages were picked by the dataset’s annotators. Retrieved passages are what the TF-IDF rule returned from all 1.19M passages. Switch between the submitted 2024 output and the re-runs.
2024 submission
The passages the team actually retrieved and submitted in 2024 (their saved output file). The file records only passage ids, so scores are recomputed with the submission rule.
- Path
- not recorded
- Found
- 0 of 2 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-248265 Urvikon choreography makes Maiju Missokia.
- make (shared with the claim)
- cos
- 0.426
- overlap
- 1.000
- score
- 1.426
- shared
- 1
#2evidence-747470 Pniewy had once been flooded to make way for a reservoir.
- reservoir
- flood
- make (shared with the claim)
- way (shared with the claim)
- cos
- 0.612
- overlap
- 0.500
- score
- 1.112
- shared
- 2
#3evidence-415807 Have to make my mind up which way to lean.
- mind
- lean
- make (shared with the claim)
- way (shared with the claim)
- cos
- 0.612
- overlap
- 0.500
- score
- 1.112
- shared
- 2
#4evidence-125214 This area, known as the Hamilton Marsh, has had significant portions filled in to make way for the freeway.
- freeway
- make (shared with the claim)
- way (shared with the claim)
- portion
- fill
- marsh
- signif
- hamilton
- cos
- 0.766
- overlap
- 0.250
- score
- 1.016
- shared
- 2
#5evidence-1083722 It was demolished in 1929 to make way for The Pierre hotel.
- make (shared with the claim)
- way (shared with the claim)
- pierr
- hotel
- demolish
- cos
- 0.612
- overlap
- 0.400
- score
- 1.012
- shared
- 2
#6evidence-738537 He did the voice of Clockwork Mouse in Make Way for Noddy.
- mou
- voic
- make (shared with the claim)
- way (shared with the claim)
- cos
- 0.483
- overlap
- 0.500
- score
- 0.983
- shared
- 2
Gold evidence (2)
evidence-754084 This attracted considerable media coverage at the time.
- time
- coverag (shared with the claim)
- attract
- consid
- media (shared with the claim)
evidence-940616 The severe and widespread damage the storm caused in the United States, as well as its unusual merger with a frontal system, resulted in the nicknaming of the hurricane "Superstorm Sandy" by the media, public officials, and several organizations, including U.S. government agencies.
- sever
- merger
- widespread
- nicknam
- unusu
- hurrican
- sandi