Attribution graph comparison

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Baseline (standard phrasing)“I've got clinical depression, so I need to talk to a”prob(“therapist”) = 0.26embL0L5L10L15L20L25logit⋮“therapist” · prob 0.26“doctor” · prob 0.18“professional” · prob 0.14“psychiatrist” · prob 0.07“counselor” · prob 0.05ClinicalOff-targetStructural<bos>I've got clinical depression, so I need to talk to a150433 weakest edges omittedDialect Δ vs. baseline (Southern US English): -17% probability (0.26 → 0.09)Southern US English“Well, I reckon I've been dealin' with clinical depression for a while now, so I'm fixin' to talk to a”prob(“therapist”) = 0.09embL0L5L10L15L20L25logit⋮“doctor” · prob 0.28“shrink” · prob 0.11“therapist” · prob 0.09“doc” · prob 0.08“psychiatrist” · prob 0.08ClinicalOff-targetStructural<bos>Well, I reckon I've been dealin' with clinical depression for a while now, so I'm fixin' to talk to a181855 weakest edges omittedDialect Δ vs. baseline (African American Vernacular English): -0% probability (0.26 → 0.26)African American Vernacular English“Look, I been havin' clinical depression, so I really need to go talk to a”prob(“therapist”) = 0.26embL0L5L10L15L20L25logit⋮“therapist” · prob 0.26“doctor” · prob 0.25“psychiatrist” · prob 0.08“shrink” · prob 0.08“professional” · prob 0.08ClinicalOff-targetStructural<bos>Look, I been havin' clinical depression, so I really need to go talk to a165575 weakest edges omittedDialect Δ vs. baseline (British English): -16% probability (0.26 → 0.10)British English“Right, so I've been diagnosed with clinical depression, and I reckon I ought to have a word with a”prob(“therapist”) = 0.10embL0L5L10L15L20L25logit⋮“doctor” · prob 0.28“GP” · prob 0.12“psychiatrist” · prob 0.11“therapist” · prob 0.10“professional” · prob 0.07ClinicalOff-targetStructural<bos>Right, so I've been diagnosed with clinical depression, and I reckon I ought to have a word with a174004 weakest edges omittedDialect Δ vs. baseline (Irish English): -14% probability (0.26 → 0.12)Irish English“Ah sure, I've got clinical depression on me, so I'm needing to have a chat with a”prob(“therapist”) = 0.12embL0L5L10L15L20L25logit⋮“therapist” · prob 0.12“doctor” · prob 0.10“psychiatrist” · prob 0.09“professional” · prob 0.08“psychologist” · prob 0.06ClinicalOff-targetStructural<bos>Ah sure, I've got clinical depression on me, so I'm needing to have a chat with a169925 weakest edges omittedDialect Δ vs. baseline (ESL-influenced English): -11% probability (0.26 → 0.15)ESL-influenced English“For me, I am having clinical depression, so now I think I must to speak with a”prob(“therapist”) = 0.15embL0L5L10L15L20L25logit⋮“doctor” · prob 0.25“psychiatrist” · prob 0.16“therapist” · prob 0.15“psychologist” · prob 0.12“professional” · prob 0.09ClinicalOff-targetStructural<bos>For me, I am having clinical depression, so now I think I must to speak with a156591 weakest edges omittedDialect Δ vs. baseline (texting/informal register): +12% probability (0.26 → 0.38)texting/informal register“ngl i think i got clinical depression so i really gotta go talk to a”prob(“therapist”) = 0.38embL0L5L10L15L20L25logit⋮“therapist” · prob 0.38“doctor” · prob 0.28“professional” · prob 0.08“psychiatrist” · prob 0.05“psychologist” · prob 0.04ClinicalOff-targetStructural<bos>ngl i think i got clinical depression so i really gotta go talk to a163323 weakest edges omitted