StanfordSCALE/assertions_llm_annotated_talkmoves
Viewer • Updated • 6.43k • 16
assertions
Assertions models for EduBehaviors
Note Training and evaluation labels
StanfordSCALE/assertion_sentence_has_negation_or_denial
Text Classification • 0.1B • Updated • 17Note sentence has negation or denial (test F1 0.94)
StanfordSCALE/assertion_sentence_includes_student_name
Text Classification • 0.1B • Updated • 12Note sentence includes student name (test F1 0.93)
StanfordSCALE/assertion_sentence_has_a_question
Text Classification • 0.1B • Updated • 143Note sentence has a question (test F1 0.92)
StanfordSCALE/assertion_sentence_has_math_terms
Text Classification • 0.1B • Updated • 80Note sentence has math terms (test F1 0.90)
StanfordSCALE/assertion_sentence_calls_on_student_by_name
Text Classification • 0.1B • Updated • 81Note sentence calls on student by name (test F1 0.89)
StanfordSCALE/assertion_sentence_is_a_declarative_statement_or_description
Text Classification • 0.1B • Updated • 12Note sentence is a declarative statement or description (test F1 0.88)
StanfordSCALE/assertion_sentence_has_number
Text Classification • 0.1B • Updated • 15Note sentence has number (test F1 0.87)
StanfordSCALE/assertion_sentence_has_fraction_terms
Text Classification • 0.1B • Updated • 15Note sentence has fraction terms (test F1 0.87)
StanfordSCALE/assertion_sentence_has_acknowledgment
Text Classification • 0.1B • Updated • 13Note sentence has acknowledgment (test F1 0.84)
StanfordSCALE/assertion_sentence_has_agreement_or_affirmation
Text Classification • 0.1B • Updated • 13Note sentence has agreement or affirmation (test F1 0.80)
StanfordSCALE/assertion_sentence_has_apology
Text Classification • 0.1B • Updated • 15Note sentence has apology (test F1 0.80)
StanfordSCALE/assertion_sentence_addresses_the_whole_class
Text Classification • 0.1B • Updated • 14Note sentence addresses the whole class (test F1 0.80)
StanfordSCALE/assertion_sentence_has_comparison_terms
Text Classification • 0.1B • Updated • 15Note sentence has comparison terms (test F1 0.80)
StanfordSCALE/assertion_sentence_has_a_directive_or_instruction
Text Classification • 0.1B • Updated • 14Note sentence has a directive or instruction (test F1 0.79)
StanfordSCALE/assertion_sentence_is_a_short_utterance
Text Classification • 0.1B • Updated • 15Note sentence is a short utterance (test F1 0.79)
StanfordSCALE/assertion_sentence_has_praise_or_encouragement
Text Classification • 0.1B • Updated • 14Note sentence has praise or encouragement (test F1 0.78)
StanfordSCALE/assertion_sentence_uses_collaborative_or_inclusive_language
Text Classification • 0.1B • Updated • 15Note sentence uses collaborative or inclusive language (test F1 0.77)
StanfordSCALE/assertion_sentence_has_politeness_marker
Text Classification • 0.1B • Updated • 16Note sentence has politeness marker (test F1 0.76)
StanfordSCALE/assertion_sentence_invites_participation
Text Classification • 0.1B • Updated • 16Note sentence invites participation (test F1 0.75)
StanfordSCALE/assertion_sentence_has_counting_sequence
Text Classification • 0.1B • Updated • 15Note sentence has counting sequence (test F1 0.73)
StanfordSCALE/assertion_sentence_has_time_reference
Text Classification • 0.1B • Updated • 16Note sentence has time reference (test F1 0.73)
StanfordSCALE/assertion_sentence_references_classroom_materials_or_visuals
Text Classification • 0.1B • Updated • 14Note sentence references classroom materials or visuals (test F1 0.72)
StanfordSCALE/assertion_sentence_references_task_procedure_or_logistics
Text Classification • 0.1B • Updated • 14Note sentence references task procedure or logistics (test F1 0.70)
StanfordSCALE/assertion_sentence_references_student_behavior_or_work
Text Classification • 0.1B • Updated • 13Note sentence references student behavior or work (test F1 0.67)
StanfordSCALE/assertion_sentence_checks_for_understanding_or_agreement
Text Classification • 0.1B • Updated • 16Note sentence checks for understanding or agreement (test F1 0.66)
StanfordSCALE/assertion_sentence_has_explanation_or_reasoning
Text Classification • 0.1B • Updated • 25Note sentence has explanation or reasoning (test F1 0.61)
StanfordSCALE/assertion_sentence_expresses_personal_stance_or_thinking_aloud
Text Classification • 0.1B • Updated • 17Note sentence expresses personal stance or thinking aloud (test F1 0.58)
StanfordSCALE/assertion_sentence_manages_classroom_behavior_or_attention
Text Classification • 0.1B • Updated • 14Note sentence manages classroom behavior or attention (test F1 0.57)
StanfordSCALE/assertion_sentence_poses_a_hypothetical_or_scenario
Text Classification • 0.1B • Updated • 15Note sentence poses a hypothetical or scenario (test F1 0.55)
StanfordSCALE/assertion_sentence_has_measurement_terms
Text Classification • 0.1B • Updated • 16Note sentence has measurement terms (test F1 0.55)
StanfordSCALE/assertion_sentence_quotes_or_reads_text_aloud
Text Classification • 0.1B • Updated • 16Note sentence quotes or reads text aloud (test F1 0.53)
StanfordSCALE/assertion_sentence_seeks_or_gives_clarification
Text Classification • 0.1B • Updated • 16Note sentence seeks or gives clarification (test F1 0.51)
StanfordSCALE/assertion_sentence_narrates_ongoing_action
Text Classification • 0.1B • Updated • 18Note sentence narrates ongoing action (test F1 0.50)
StanfordSCALE/assertion_sentence_has_informal_language
Text Classification • 0.1B • Updated • 14Note sentence has informal language (test F1 0.49)
StanfordSCALE/assertion_sentence_has_answer_to_a_math_problem
Text Classification • 0.1B • Updated • 16Note sentence has answer to a math problem (test F1 0.46)
StanfordSCALE/assertion_sentence_shows_uncertainty
Text Classification • 0.1B • Updated • 19Note sentence shows uncertainty (test F1 0.46)
StanfordSCALE/assertion_sentence_expresses_certainty_or_emphasis
Text Classification • 0.1B • Updated • 18Note sentence expresses certainty or emphasis (test F1 0.44)
StanfordSCALE/assertion_sentence_expresses_emotion_or_humor
Text Classification • 0.1B • Updated • 14Note sentence expresses emotion or humor (test F1 0.42)
StanfordSCALE/assertion_sentence_references_prior_learning_or_lesson
Text Classification • 0.1B • Updated • 15Note sentence references prior learning or lesson (test F1 0.39)
StanfordSCALE/assertion_sentence_evaluates_a_student_response
Text Classification • 0.1B • Updated • 18Note sentence evaluates a student response (test F1 0.39)
StanfordSCALE/assertion_sentence_has_disagreement_or_challenge
Text Classification • 0.1B • Updated • 16Note sentence has disagreement or challenge (test F1 0.33)
StanfordSCALE/assertion_sentence_repeats_or_revoices_prior_speech
Text Classification • 0.1B • Updated • 20Note sentence repeats or revoices prior speech (test F1 0.31)
StanfordSCALE/assertion_sentence_is_incomplete_or_trails_off
Text Classification • 0.1B • Updated • 13Note sentence is incomplete or trails off (test F1 0.29)
StanfordSCALE/assertion_sentence_shows_realization_or_insight
Text Classification • 0.1B • Updated • 17Note sentence shows realization or insight (test F1 0.23)
StanfordSCALE/assertion_sentence_answers_a_question
Text Classification • 0.1B • Updated • 33Note sentence answers a question (test F1 0.22)
StanfordSCALE/assertion_sentence_has_a_rhetorical_question
Text Classification • 0.1B • Updated • 18Note sentence has a rhetorical question (test F1 0.18)
StanfordSCALE/assertion_sentence_expresses_confusion_or_requests_help
Text Classification • 0.1B • Updated • 12Note sentence expresses confusion or requests help (test F1 0.16)
StanfordSCALE/assertion_sentence_summarizes_or_reviews
Text Classification • 0.1B • Updated • 13Note sentence summarizes or reviews (test F1 0.13)
StanfordSCALE/assertion_sentence_grants_or_requests_permission
Text Classification • 0.1B • Updated • 17Note sentence grants or requests permission (test F1 0.12)