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README.md
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---
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language:
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- en
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tags:
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- asr
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- hallucination
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- whisper
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- earnings22
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-
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-
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-
-
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---
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# Dataset Card for HALAS
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| 1 |
---
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| 2 |
language:
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- en
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+
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+
license: unknown
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+
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+
task_categories:
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- automatic-speech-recognition
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- audio-classification
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- text-classification
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+
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annotations_creators:
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- expert-generated
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+
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source_datasets:
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- earnings22
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multilinguality:
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- monolingual
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+
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size_categories:
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- 1K<n<10K
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pretty_name: "HALAS: A Human-Annotated Dataset of Hallucinations of Modern ASR Systems"
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tags:
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- asr
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- speech-recognition
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- speech-processing
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- hallucination
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- hallucination-detection
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- whisper
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- earnings22
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- benchmark
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- human-annotations
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- error-detection
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- audio
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- speech-to-text
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- robustness
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dataset_info:
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- config_name: default
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features:
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- name: audio_id
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dtype: string
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- name: audio_duration
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dtype: float32
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- name: e22_reference_text
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dtype: string
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- name: corrected_reference_text
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dtype: string
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- name: whisper_large_v2_prediction
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dtype: string
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- name: whisper_large_v2_label
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dtype: bool
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- name: whisper_large_v2_hallucination_text
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dtype: string
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- name: whisper_large_v2_hallucination_json
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dtype: string
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- name: whisper_large_v3_prediction
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dtype: string
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- name: whisper_large_v3_label
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dtype: bool
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- name: whisper_large_v3_hallucination_text
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dtype: string
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- name: whisper_large_v3_hallucination_json
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dtype: string
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- name: whisper_large_v3_turbo_prediction
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dtype: string
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- name: whisper_large_v3_turbo_label
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dtype: bool
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- name: whisper_large_v3_turbo_hallucination_text
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dtype: string
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- name: whisper_large_v3_turbo_hallucination_json
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dtype: string
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- name: crisper_whisper_prediction
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dtype: string
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- name: crisper_whisper_label
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dtype: bool
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- name: crisper_whisper_hallucination_text
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dtype: string
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- name: crisper_whisper_hallucination_json
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dtype: string
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- name: canary_prediction
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dtype: string
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- name: canary_label
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dtype: bool
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- name: canary_hallucination_text
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dtype: string
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- name: canary_hallucination_json
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dtype: string
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- name: canary_flash_prediction
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dtype: string
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- name: canary_flash_label
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dtype: bool
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- name: canary_flash_hallucination_text
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dtype: string
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- name: canary_flash_hallucination_json
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dtype: string
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- name: parakeet_prediction
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dtype: string
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- name: parakeet_label
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dtype: bool
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- name: parakeet_hallucination_text
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dtype: string
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- name: parakeet_hallucination_json
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dtype: string
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- name: phi4_prediction
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dtype: string
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- name: phi4_label
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dtype: bool
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- name: phi4_hallucination_text
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dtype: string
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- name: phi4_hallucination_json
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dtype: string
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- name: granite_prediction
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dtype: string
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- name: granite_label
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dtype: bool
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- name: granite_hallucination_text
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dtype: string
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- name: granite_hallucination_json
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dtype: string
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- name: split
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dtype: string
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splits:
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- name: train
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num_examples: 2866
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- name: test
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num_examples: 745
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configs:
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- config_name: default
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data_files:
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- split: train
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path: train-*
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- split: test
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path: test-*
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paperswithcode_id: null
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train_eval_index:
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- config: default
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task: hallucination-detection
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split: test
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---
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# Dataset Card for HALAS
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