license: mit
task_categories:
- text-retrieval
- text-classification
language:
- en
tags:
- climate-fact-checking
- comp90042
- 26S1COMP90042
COMP90042 26S1 — New-Methodology data (ZHUOCHENCN/26S1COMP90042)
Training and derived datasets for the climate claim verification pipeline.
Retrieval (data/)
| File | Description |
|---|---|
reranker_train_pairs.jsonl |
CE finetune pairs (claim, passage, label) |
reranker_train_pairs.meta.json |
Hard-negative mining metadata |
train_bge_top150_candidates.json |
Per-claim BGE-large top-150 pools (train) |
Classification (classification_datasets/)
| classification_datasets/dev_claim_only_k1.jsonl | Classification pipeline |
| classification_datasets/dev_gold_evidence_k1.jsonl | Classification pipeline |
| classification_datasets/dev_gold_evidence_k2.jsonl | Classification pipeline |
| classification_datasets/dev_gold_evidence_k3.jsonl | Classification pipeline |
| classification_datasets/dev_gold_evidence_k4.jsonl | Classification pipeline |
| classification_datasets/dev_gold_evidence_k5.jsonl | Classification pipeline |
| classification_datasets/dev_gold_evidence_k6.jsonl | Classification pipeline |
| classification_datasets/dev_gold_evidence_k8.jsonl | Classification pipeline |
| classification_datasets/dev_miss_to_nei_relabel_k1.jsonl | Classification pipeline |
| classification_datasets/dev_miss_to_nei_relabel_k2.jsonl | Classification pipeline |
| classification_datasets/dev_miss_to_nei_relabel_k3.jsonl | Classification pipeline |
| classification_datasets/dev_miss_to_nei_relabel_k4.jsonl | Classification pipeline |
| classification_datasets/dev_miss_to_nei_relabel_k5.jsonl | Classification pipeline |
| classification_datasets/dev_miss_to_nei_relabel_k6.jsonl | Classification pipeline |
| classification_datasets/dev_miss_to_nei_relabel_k8.jsonl | Classification pipeline |
| classification_datasets/dev_mixed_gold_retrieved_k1.jsonl | Classification pipeline |
| classification_datasets/dev_mixed_gold_retrieved_k2.jsonl | Classification pipeline |
| classification_datasets/dev_mixed_gold_retrieved_k3.jsonl | Classification pipeline |
| classification_datasets/dev_mixed_gold_retrieved_k4.jsonl | Classification pipeline |
| classification_datasets/dev_mixed_gold_retrieved_k5.jsonl | Classification pipeline |
| classification_datasets/dev_mixed_gold_retrieved_k6.jsonl | Classification pipeline |
| classification_datasets/dev_mixed_gold_retrieved_k8.jsonl | Classification pipeline |
| classification_datasets/dev_retrieved_official_label_k1.jsonl | Classification pipeline |
| classification_datasets/dev_retrieved_official_label_k2.jsonl | Classification pipeline |
| classification_datasets/dev_retrieved_official_label_k3.jsonl | Classification pipeline |
| classification_datasets/dev_retrieved_official_label_k4.jsonl | Classification pipeline |
| classification_datasets/dev_retrieved_official_label_k5.jsonl | Classification pipeline |
| classification_datasets/dev_retrieved_official_label_k6.jsonl | Classification pipeline |
| classification_datasets/dev_retrieved_official_label_k8.jsonl | Classification pipeline |
| classification_datasets/test_claim_only_k1.jsonl | Classification pipeline |
| classification_datasets/test_retrieved_official_label_k1.jsonl | Classification pipeline |
| classification_datasets/test_retrieved_official_label_k2.jsonl | Classification pipeline |
| classification_datasets/test_retrieved_official_label_k3.jsonl | Classification pipeline |
| classification_datasets/test_retrieved_official_label_k4.jsonl | Classification pipeline |
| classification_datasets/test_retrieved_official_label_k5.jsonl | Classification pipeline |
| classification_datasets/test_retrieved_official_label_k6.jsonl | Classification pipeline |
| classification_datasets/test_retrieved_official_label_k8.jsonl | Classification pipeline |
| classification_datasets/train_claim_only_k1.jsonl | Classification pipeline |
| classification_datasets/train_gold_evidence_k1.jsonl | Classification pipeline |
| classification_datasets/train_gold_evidence_k2.jsonl | Classification pipeline |
| classification_datasets/train_gold_evidence_k3.jsonl | Classification pipeline |
| classification_datasets/train_gold_evidence_k4.jsonl | Classification pipeline |
| classification_datasets/train_gold_evidence_k5.jsonl | Classification pipeline |
| classification_datasets/train_gold_evidence_k6.jsonl | Classification pipeline |
| classification_datasets/train_gold_evidence_k8.jsonl | Classification pipeline |
| classification_datasets/train_miss_to_nei_relabel_k1.jsonl | Classification pipeline |
| classification_datasets/train_miss_to_nei_relabel_k2.jsonl | Classification pipeline |
| classification_datasets/train_miss_to_nei_relabel_k3.jsonl | Classification pipeline |
| classification_datasets/train_miss_to_nei_relabel_k4.jsonl | Classification pipeline |
| classification_datasets/train_miss_to_nei_relabel_k5.jsonl | Classification pipeline |
| classification_datasets/train_miss_to_nei_relabel_k6.jsonl | Classification pipeline |
| classification_datasets/train_miss_to_nei_relabel_k8.jsonl | Classification pipeline |
| classification_datasets/train_mixed_gold_retrieved_k1.jsonl | Classification pipeline |
| classification_datasets/train_mixed_gold_retrieved_k2.jsonl | Classification pipeline |
| classification_datasets/train_mixed_gold_retrieved_k3.jsonl | Classification pipeline |
| classification_datasets/train_mixed_gold_retrieved_k4.jsonl | Classification pipeline |
| classification_datasets/train_mixed_gold_retrieved_k5.jsonl | Classification pipeline |
| classification_datasets/train_mixed_gold_retrieved_k6.jsonl | Classification pipeline |
| classification_datasets/train_mixed_gold_retrieved_k8.jsonl | Classification pipeline |
| classification_datasets/train_retrieved_official_label_k1.jsonl | Classification pipeline |
| classification_datasets/train_retrieved_official_label_k2.jsonl | Classification pipeline |
| classification_datasets/train_retrieved_official_label_k3.jsonl | Classification pipeline |
| classification_datasets/train_retrieved_official_label_k4.jsonl | Classification pipeline |
| classification_datasets/train_retrieved_official_label_k5.jsonl | Classification pipeline |
| classification_datasets/train_retrieved_official_label_k6.jsonl | Classification pipeline |
| classification_datasets/train_retrieved_official_label_k8.jsonl | Classification pipeline |
Intermediate artifacts (artifacts/)
| HF path | Local | Purpose |
|---|---|---|
artifacts/data_cache/ |
outputs/data_cache/ |
Preprocessed claims/evidence |
artifacts/retrieval/candidates/ |
outputs/retrieval/candidates/ |
BM25/dense/hybrid candidate pools |
artifacts/retrieval/cache/ |
outputs/retrieval/cache/ |
BM25 index, dense embeddings, CE score caches |
artifacts/retrieval/metrics/ |
per-claim CSVs | Fine-grained eval tables |
artifacts/ablation/ |
outputs/ablation/ |
Preprocessing ablation run |
artifacts/reranker/ |
outputs/reranker/ |
MMR / fusion / calibration figures & predictions (excl. pairwise weights) |
Pairwise CE weights: HF Model → retrieval/pairwise_reranker/. See REPRODUCIBILITY.md.
Mining config
{
"output": "/hpc2hdd/home/jyang577/joe/New-Methodology/data/reranker_train_pairs.jsonl",
"pool_cache": "/hpc2hdd/home/jyang577/joe/New-Methodology/data/train_bge_top150_candidates.json",
"dense_model": "BAAI/bge-large-en-v1.5",
"candidate_top_n": 150,
"hard_neg_min": 4,
"hard_neg_max": 8,
"bf16_encode": false,
"num_pairs": 13946,
"claims": 1228,
"positives": 4122,
"hard_negatives": 9824,
"claims_with_fewer_than_min_neg": 0,
"claims_with_no_gold": 0
}