## Dataset Description

- **Repository:** https://github.com/amogiska/NLP_adv_squad
- **Paper:**

### Dataset Summary
Adv-SQuAD is a new adversarial dataset created to address the limitations of the ELEC-TRA model in handling complex question structures, lexical and syntactic ambiguity,
and distractor information. It contains approximately 50 hand-crafted examples that are representative of the challenging instances identified in the SQuAD dataset. 
The creation of Adv-SQuAD is an iterative and informed process based on the understanding of the model's weaknesses.

## Example
# Context: 
"The Eiffel Tower is a wrought-iron lattice tower on the Champ de Mars in Paris, France. It was named after the engineer Gustave Eiffel, whose company designed 
and built the tower. Constructed from 1887 to 1889 as the entrance to the 1889 World's Fair, it was initially criticized by some of France's leading artists and intellectuals
for its design. However, it has since become a global cultural icon and is one of the most recognizable structures in the world."

# Question: 
"Which event prompted the construction of the Eiffel Tower, and who was it named after?"

# Answer:
"The construction of the Eiffel Tower was prompted by the 1889 World's Fair, and it was named after the engineer Gustave Eiffel."

In this example, the adversarial question requires multi-step reasoning as it asks for two separate pieces of information, and the context contains distractor information about the criticism the tower received.

### Supported Tasks

Question Answering (SQuAD).

### Languages

English

## Dataset Structure

### Data Instances

Dataset contains 50 instances

### Data Fields
| Field    | Description                                      |
|----------|--------------------------------------------------
| context  | The context of the question                      |
| question | The question to answer                           |
| answers  | A list of possible answers from the context      |
{"datasets": ["squad"]}
dataset:squad region:us
TAGS
#dataset-squad #region-us 

Dataset Description
-------------------


* Repository: URL
* Paper:


### Dataset Summary


Adv-SQuAD is a new adversarial dataset created to address the limitations of the ELEC-TRA model in handling complex question structures, lexical and syntactic ambiguity,
and distractor information. It contains approximately 50 hand-crafted examples that are representative of the challenging instances identified in the SQuAD dataset.
The creation of Adv-SQuAD is an iterative and informed process based on the understanding of the model's weaknesses.


Example
-------


Context:
========


"The Eiffel Tower is a wrought-iron lattice tower on the Champ de Mars in Paris, France. It was named after the engineer Gustave Eiffel, whose company designed
and built the tower. Constructed from 1887 to 1889 as the entrance to the 1889 World's Fair, it was initially criticized by some of France's leading artists and intellectuals
for its design. However, it has since become a global cultural icon and is one of the most recognizable structures in the world."


Question:
=========


"Which event prompted the construction of the Eiffel Tower, and who was it named after?"


Answer:
=======


"The construction of the Eiffel Tower was prompted by the 1889 World's Fair, and it was named after the engineer Gustave Eiffel."


In this example, the adversarial question requires multi-step reasoning as it asks for two separate pieces of information, and the context contains distractor information about the criticism the tower received.


### Supported Tasks


Question Answering (SQuAD).


### Languages


English


Dataset Structure
-----------------


### Data Instances


Dataset contains 50 instances


### Data Fields




### Dataset Summary


Adv-SQuAD is a new adversarial dataset created to address the limitations of the ELEC-TRA model in handling complex question structures, lexical and syntactic ambiguity,
and distractor information. It contains approximately 50 hand-crafted examples that are representative of the challenging instances identified in the SQuAD dataset.
The creation of Adv-SQuAD is an iterative and informed process based on the understanding of the model's weaknesses.


Example
-------


Context:
========


"The Eiffel Tower is a wrought-iron lattice tower on the Champ de Mars in Paris, France. It was named after the engineer Gustave Eiffel, whose company designed
and built the tower. Constructed from 1887 to 1889 as the entrance to the 1889 World's Fair, it was initially criticized by some of France's leading artists and intellectuals
for its design. However, it has since become a global cultural icon and is one of the most recognizable structures in the world."


Question:
=========


"Which event prompted the construction of the Eiffel Tower, and who was it named after?"


Answer:
=======


"The construction of the Eiffel Tower was prompted by the 1889 World's Fair, and it was named after the engineer Gustave Eiffel."


In this example, the adversarial question requires multi-step reasoning as it asks for two separate pieces of information, and the context contains distractor information about the criticism the tower received. ### Supported Tasks


Question Answering (SQuAD). ### Languages


English


Dataset Structure
----------------- ### Data Instances


Dataset contains 50 instances ### Data Fields
TAGS
#dataset-squad #region-us 
 ### Dataset Summary


Adv-SQuAD is a new adversarial dataset created to address the limitations of the ELEC-TRA model in handling complex question structures, lexical and syntactic ambiguity,
and distractor information. It contains approximately 50 hand-crafted examples that are representative of the challenging instances identified in the SQuAD dataset.
The creation of Adv-SQuAD is an iterative and informed process based on the understanding of the model's weaknesses.


Example
-------


Context:
========


"The Eiffel Tower is a wrought-iron lattice tower on the Champ de Mars in Paris, France. It was named after the engineer Gustave Eiffel, whose company designed
and built the tower. Constructed from 1887 to 1889 as the entrance to the 1889 World's Fair, it was initially criticized by some of France's leading artists and intellectuals
for its design. However, it has since become a global cultural icon and is one of the most recognizable structures in the world."


Question:
=========


"Which event prompted the construction of the Eiffel Tower, and who was it named after?"


Answer:
=======


"The construction of the Eiffel Tower was prompted by the 1889 World's Fair, and it was named after the engineer Gustave Eiffel."


In this example, the adversarial question requires multi-step reasoning as it asks for two separate pieces of information, and the context contains distractor information about the criticism the tower received. ### Supported Tasks


Question Answering (SQuAD). ### Languages


English


Dataset Structure
----------------- ### Data Instances


Dataset contains 50 instances ### Data Fields
TAGS
#dataset-squad #region-us 
### Dataset Summary


Adv-SQuAD is a new adversarial dataset created to address the limitations of the ELEC-TRA model in handling complex question structures, lexical and syntactic ambiguity,
and distractor information. It contains approximately 50 hand-crafted examples that are representative of the challenging instances identified in the SQuAD dataset.
The creation of Adv-SQuAD is an iterative and informed process based on the understanding of the model's weaknesses.


Example
-------


Context:
========


"The Eiffel Tower is a wrought-iron lattice tower on the Champ de Mars in Paris, France. It was named after the engineer Gustave Eiffel, whose company designed
and built the tower. Constructed from 1887 to 1889 as the entrance to the 1889 World's Fair, it was initially criticized by some of France's leading artists and intellectuals
for its design. However, it has since become a global cultural icon and is one of the most recognizable structures in the world."


Question:
=========


"Which event prompted the construction of the Eiffel Tower, and who was it named after?"


Answer:
=======


"The construction of the Eiffel Tower was prompted by the 1889 World's Fair, and it was named after the engineer Gustave Eiffel."


In this example, the adversarial question requires multi-step reasoning as it asks for two separate pieces of information, and the context contains distractor information about the criticism the tower received.### Supported Tasks


Question Answering (SQuAD).### Languages


English


Dataset Structure
-----------------### Data Instances


Dataset contains 50 instances### Data Fields