asdc / Qwen2.5-7B-Temporal_Relation_Extraction

Model Card for Model ID

• This model has been trained for solving the temporal relation extraction task using RL over the E3C corpus as part of the paper "".

Model Details

Model Description

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Model Sources [optional]

• Repository: https://github.com/asdc-s5/Temporal-relation-extraction-with-RL
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Uses

The model is intended to predict the temporal relation between two entities in multiple languages. The model is trained to work on Spanish, English, French, Italian and Basque but it can be used in other languages.

Downstream Use

• For using the model use the following template:

## Instruction ##
- Extract the start point, end point, and span for the given source and target terms.
- Classify the relation between them using one of: BEFORE, BEGINS-ON, ENDS-ON, CONTAINS, SIMULTANEOUS, OVERLAP.
- Answer with the XML Response Format

## Definitions ##
- A term has a start point (time it begins to exist), an end point (time it ceases to exist), and a span (time between both).

## Inputs ##
- **Context Sentence:** *"{}"* 
- **Source term:** *"{}"*  
- **Target term:** *"{}"*  

## XML Response Format ##
<Source>
    <Meaning>Explain the meaning of the source term</Meaning>
    <Start>Reason about the temporal start point</Start>
    <End>Reason about the temporal end point</End>
    <Span>Reason about the temporal span</Span>
</Source>
<Target>
    <Meaning>Explain the meaning of the target term</Meaning>
    <Start>Reason about the temporal start point</Start>
    <End>Reason about the temporal end point</End>
    <Span>Reason about the temporal span</Span>
</Target>
<Relation>
    <Start_Start>
        <Reason>Reason about the relation of the start and start points</Reason>
        <Answer>before/after/equal/different</Answer>
    </Start_Start>
    <Start_End>
        <Reason>Reason about the relation of the start and end points</Reason>
        <Answer>before/after/equal/different</Answer>
    </Start_End>
    <End_Start>
        <Reason>Reason about the relation of the end and start points</Reason>
        <Answer>before/after/equal/different</Answer>
    </End_Start>
    <End_End>
        <Reason>Reason about the relation of the end and end points</Reason>
        <Answer>before/after/equal/different</Answer>
    </End_End>
    <Label>BEFORE/BEGINS-ON/ENDS-ON/CONTAINS/SIMULTANEOUS/OVERLAP</Label>
</Relation>

<think>\n

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Framework versions

• PEFT 0.15.0