id string | query string | language string | source string | domain string | url string | candidates list |
|---|---|---|---|---|---|---|
<urn:uuid:0032b2ee-b4ef-4882-a9ec-d47bf34972eb> | Is there any funding available from my department or local authorities for the removal of asbestos in buildings? | en | finephrase_gov_hard_v3 | www.oireachtas.ie | https://www.oireachtas.ie/en/debates/question/2014-04-01/391/ | [
{
"id": "<urn:uuid:0032b2ee-b4ef-4882-a9ec-d47bf34972eb>-neg-6",
"text": "The past decade has seen a sharp increase in the level of humanitarian need globally, mainly due to conflict. The UN estimate that over 148 million people are in need of humanitarian assistance. Given the scale of need, donors have in... |
<urn:uuid:00934730-34cc-42f0-ae30-872e53a1a214> | 1. What is the EIA Portal? | en | finephrase_gov_hard_v3 | www.housing.gov.ie | https://www.housing.gov.ie/planning/environmental-assessment/environmental-impact-assessment-eia/eia-portal | [
{
"id": "<urn:uuid:00934730-34cc-42f0-ae30-872e53a1a214>-neg-4",
"text": "Climate Change Adaptation refers to how we plan for the negative effects of climate change and taking suitable action to prevent or minimize damage caused by climate change. It also includes consideration of where we might avail of po... |
<urn:uuid:01915082-20af-46ca-bd7e-56ff9b3826ce> | Q 1. What is scabies? | en | finephrase_gov_hard_v3 | www2.hse.ie | https://www2.hse.ie/conditions/scabies.html | [
{
"id": "<urn:uuid:01915082-20af-46ca-bd7e-56ff9b3826ce>-neg-4",
"text": "Children who are deaf or who have hearing impairment are not a homogenous group either in terms of their hearing loss or of a wide range of other key factors. Therefore, no single response is appropriate or adequate when addressing th... |
<urn:uuid:03bd0c71-296d-4ae9-b2c9-b75b9fa2ee3d> | What is a Blood Clot and Should I be Worried? | en | finephrase_gov_hard_v3 | www2.hse.ie | https://www2.hse.ie/conditions/blood-clots.html | [
{
"id": "<urn:uuid:03bd0c71-296d-4ae9-b2c9-b75b9fa2ee3d>-neg-0",
"text": "Angina is chest pain caused by reduced blood flow to the heart muscles. It's not usually life threatening, but it's a warning sign that you could be at risk of a heart attack or stroke. It's possible to control angina. You can lower t... |
<urn:uuid:050de5c9-2eda-4836-ac8a-3a3fdc4f0734> | 1. What does Climate Change Adaptation mean? | en | finephrase_gov_hard_v3 | www.dccae.gov.ie | https://www.dccae.gov.ie/en-ie/climate-action/topics/adapting-to-climate-change/Pages/default.aspx | [
{
"id": "<urn:uuid:050de5c9-2eda-4836-ac8a-3a3fdc4f0734>-neg-0",
"text": "Combined Heat and Power (CHP) is the simultaneous generation of useable heat and electricity in a single process and is regarded as a highly efficient energy production process. It makes use of the heat produced in electricity generat... |
<urn:uuid:0b9c5d2a-ba5f-408d-be43-886252324f1e> | Q1: What is an ordinary referendum and when would it occur in Ireland? | en | finephrase_gov_hard_v3 | www.citizensinformation.ie | http://www.citizensinformation.ie/en/government_in_ireland/elections_and_referenda/referenda/ordinary_referendum.html | [
{
"id": "<urn:uuid:0b9c5d2a-ba5f-408d-be43-886252324f1e>-neg-1",
"text": "First instance courts are where a criminal case is first heard. They are to be distinguished from appeal courts. In Ireland, criminal cases can be first heard in the District Court, the Circuit Court, the Central Criminal Court or, ra... |
<urn:uuid:0f2f0aa1-884f-40fc-9e87-0eba7dd8b558> | What is the main goal of the Research Division of the Department of Children and Youth Affairs, DCYA? | en | finephrase_gov_hard_v3 | www.dcya.gov.ie | http://www.dcya.gov.ie/viewdoc.asp?fn=%2Fdocuments%2FResearch%2Fresearch_whatwedo.htm&mn=resb&nID=1 | [
{
"id": "<urn:uuid:0f2f0aa1-884f-40fc-9e87-0eba7dd8b558>-neg-8",
"text": "The importance of homeless preventative measures, such as housing advice, advocacy and tenancy support are acknowledged in the homeless strategy, The Way Home: A Strategy to Address Adult Homelessness in Ireland 2008-2013. Early and e... |
<urn:uuid:11061249-e4a4-439d-962c-f94092942e74> | What is a Document from the Instruction? | en | finephrase_gov_hard_v3 | education.oireachtas.ie | http://education.oireachtas.ie/rules-laws/how-laws-are-made/?lang=ga | [
{
"id": "<urn:uuid:11061249-e4a4-439d-962c-f94092942e74>-neg-7",
"text": "This project is to develop a new and original piece of bilingual theatre for children, in order to encourage them to speak and enjoy the Irish language. 'An Lasairéan' is show which incorporates the Irish language, music, humour, move... |
<urn:uuid:116e027b-66a3-4f8e-a3c0-5e92c70c279d> | 1. What are the key points I should bring up initially when discussing a loved one's mental health issue? | en | finephrase_gov_hard_v3 | www.hse.ie | https://www.hse.ie/eng/services/list/4/mental-health-services/dsc/dubwestsouth/info/what-should-i-do-if-i'm-worried-about-someone-close-to-me-.html | [
{
"id": "<urn:uuid:116e027b-66a3-4f8e-a3c0-5e92c70c279d>-neg-8",
"text": "Blood tests have a wide range of uses and therefore are one of the very commonly ordered medical tests. A blood test is useful for: - checking your general health - checking if you have an infection - seeing how well certain organs ar... |
<urn:uuid:117a9cbc-c813-4a85-bd77-f9b8c7b8c909> | When do phobias typically begin? | en | finephrase_gov_hard_v3 | www2.hse.ie | https://www2.hse.ie/conditions/mental-health/phobias/phobias-causes.html | [
{
"id": "<urn:uuid:117a9cbc-c813-4a85-bd77-f9b8c7b8c909>-neg-5",
"text": "A diagnosis of melanoma will usually begin with an examination of your skin. As melanoma is a relatively rare condition, many GPs will only see a case every few years. It's important to monitor your moles and return to your GP if you ... |
End of preview. Expand in Data Studio
FinePhrase Gov Reranker Hard K10 v1
Hard reranker dataset derived from HuggingFaceFW/finephrase for Irish-government-like search.
Each row is a grouped reranker example:
- one query
- one relevant passage from a public-sector page
- nine hard negatives from the same filtered gov-like domain pool
The candidate set is fixed at 10, matching the current serving target of reranking only the top 10 candidates after first-stage retrieval / RRF.
Source filtering
Rows are filtered to public-service and Irish government related hosts such as:
gov.iecitizensinformation.iehse.ieoireachtas.ie- related historical/government subdomains captured in the source snapshot
Construction
- source dataset:
HuggingFaceFW/finephrase - positives: extracted FAQ-like public-domain question/passage pairs
- negatives: lexical shortlist followed by teacher-selected hard negatives
- teacher used for hard-negative selection:
temsa/search-reranker-broad-v1q8 - candidate count:
10
Split sizes
train:123validation:37test:27
Intended use
- K=10 reranker evaluation for Irish gov search
- hard-negative finetuning for smaller CPU rerankers
- overfit checking against FAQ-like public-service queries
Attribution
This dataset is derived from HuggingFaceFW/finephrase and keeps its odc-by attribution requirement. Preserve attribution to the original dataset authors and this derived packaging.
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