# Reports

Period
Collection

##### 1. Volume & summarization summary

Documents

### 184

In selected period.

Summarized

### 162

88% coverage

Keywords extracted

### 2,847

Avg 17.6 per paper

Citations parsed

### 4,921

Across corpus

##### 2. Documents by collection

Collection | Papers | Summarized | Keywords | Share
--- | --- | --- | --- | ---
NLP 2024 | 67 | 61 | 1,142 | 36%
Healthcare AI | 45 | 42 | 678 | 24%
Literature review | 72 | 59 | 1,027 | 39%

##### 3. Summarization type mix

Extractive vs abstractive summaries.

- Extractive: 98 papers (60%) — key sentences extracted from source
- Abstractive: 64 papers (40%) — generated summaries

##### 4. Top keywords & entities

Most frequent mined terms across corpus.

- deep learning — 84 papers
- transformer — 62 papers
- NLP — 58 papers
- BERT — 38 papers
- summarization — 41 papers