search_papers
Semantically search ACL conference papers on NLP by ranking cosine similarity. Filter by year, venue, author, or field of study to find papers relevant to your research question.
Instructions
Semantic search for ACL conference papers about NLP. Embeds the query with a Sentence-Transformers model (Snowflake arctic-embed-s, 384-dim, matching the collection index) and returns the most similar papers ranked by cosine similarity. USE THIS when the user has a research topic or question and wants to find relevant papers. Narrow results with structured filters: publication year (exact or range), venue/booktitle, collection acronym (e.g. ACL/EMNLP/NAACL), collection id, field of study, or author. Set vector_name to search within a specific summary dimension (overview/approach/challenge/outcome).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| year | No | ||
| limit | No | ||
| query | Yes | ||
| venue | No | ||
| author | No | ||
| year_gt | No | ||
| year_lt | No | ||
| year_max | No | ||
| year_min | No | ||
| min_score | No | ||
| vector_name | No | overview | |
| collection_id | No | ||
| field_of_study | No | ||
| collection_acronym | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||