# Text mining

Keywords extracted

### 2,847

Across 162 papers

Unique entities

### 1,203

Methods, datasets, tools

Citations parsed

### 4,921

References extracted

In queue

### 3

Pending
Search keywords / entities
Type
Collection

##### Top keywords by frequency

Keyword | Papers | Collections
--- | --- | ---
deep learning | 84 | 3
transformer | 62 | 3
NLP | 58 | 2
summarization | 41 | 2
BERT | 38 | 3

##### Entity types (sample)

Extracted entity types from text mining pipeline.

- Methods: 456 (e.g. BERT, GPT, T5)
- Datasets: 189 (e.g. SQuAD, Wikipedia)
- Tools: 124 (e.g. Hugging Face, spaCy)
- Organizations: 98