| --- |
| 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 |
|
|
| ```json |
| { |
| "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 |
| } |
| ``` |
|
|
