Download analysis_results.txt from rshahbaz/pragmatic-code-switch-blindspot: direct link, hf CLI and curl.
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https://huggingface.co/datasets/rshahbaz/pragmatic-code-switch-blindspot/resolve/a1200bc746bf2e556f9caeed89f9cecaede5986f/analysis_results.txt
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| Analysis output | |
| Model: openbmb/MiniCPM5-2B, revision 12a3808a956f869c767195e9266b59c4d21d92e2, greedy decoding, do_sample=False, max_new_tokens=180 | |
| Environment: transformers 5.17.0, torch 2.11.0+cu128, Tesla T4 | |
| 48 prompts, 12 scenarios, 2x2 design, one response per prompt, single coder | |
| Mean total score out of 8, by condition | |
| implicit_english 4.500 n=12 | |
| roman_urdu_mixed 2.333 n=12 | |
| explicit_english 5.667 n=12 | |
| explicit_context_added 3.833 n=12 | |
| Paired differences | |
| language, context implicit -2.167 95% CI [-3.833, -0.583] n=12 | |
| language, context explicit -1.833 95% CI [-3.417, -0.167] n=12 | |
| context, English +1.167 95% CI [+0.333, +2.167] n=12 | |
| context, Roman Urdu +1.500 95% CI [+0.500, +2.500] n=12 | |
| interaction, recovery in RU vs EN +0.333 95% CI [-1.000, +1.583] n=12 | |
| Per-dimension means by condition | |
| intent_infer social_appro unsupported_ semantic_pre | |
| implicit_english 1.33 0.92 1.33 0.92 | |
| roman_urdu_mixed 1.00 0.58 0.42 0.33 | |
| explicit_english 1.58 1.42 1.42 1.25 | |
| explicit_context_added 1.33 0.92 1.00 0.58 | |
| Moderator split: fully translated situation vs narration only | |
| Whole situation in Roman Urdu n= 5 mean language effect -4.80 | |
| per scenario: request_refusal -2, elder_disagreement -4, hosting_pressure -4, indirect_no -7, respect_register -7 | |
| Roman Urdu quote inside English narration n= 7 mean language effect -0.29 | |
| per scenario: kinship_context +0, favor_indirect -4, face_saving +0, code_switch +1, deference +2, family_obligation -1, ambiguity +0 | |
| Per-scenario totals out of 8 | |
| scenario implicit_engli roman_urdu_mix explicit_engli explicit_conte | |
| ambiguity 6 6 6 6 | |
| code_switch 1 2 1 2 | |
| deference 6 8 8 8 | |
| elder_disagreement 5 1 8 2 | |
| face_saving 1 1 2 6 | |
| family_obligation 1 0 6 1 | |
| favor_indirect 8 4 8 6 | |
| hosting_pressure 5 1 8 5 | |
| indirect_no 8 1 8 5 | |
| kinship_context 0 0 0 1 | |
| request_refusal 5 3 5 2 | |
| respect_register 8 1 8 2 | |