Papers6

#dense retrieval

Semantic Search over 9 Million Mathematical Theorems

Luke Alexander, Eric Leonen et al.Feb 5arXiv

This paper builds a Google-for-theorems: a semantic search engine that finds exact theorems, lemmas, and propositions instead of just entire papers.

#semantic theorem search#mathematical information retrieval#dense retrieval

DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal

Intermediate

Peixuan Han, Yingjie Yu et al.Jan 26arXiv

DRPG is a four-step AI helper that writes strong academic rebuttals by first breaking a review into parts, then fetching evidence, planning a strategy, and finally writing the response.

#academic rebuttal#agentic framework#planning with LLMs

CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table Retrieval

Intermediate

Tsung-Hsiang Chou, Chen-Jui Yu et al.Jan 22arXiv

This paper introduces CGPT, a way to help computers find the right tables by building smarter mini-versions of tables and training with tough practice questions.

#table retrieval#synthetic query generation#cluster-guided partial tables

Agentic-R: Learning to Retrieve for Agentic Search

Intermediate

Wenhan Liu, Xinyu Ma et al.Jan 17arXiv

Agentic-R is a new way to teach a search retriever to find not just similar text, but the text that truly helps an AI get the final answer right.

#agentic search#retriever training#passage utility modeling

Scaling Open-Ended Reasoning to Predict the Future

Intermediate

Nikhil Chandak, Shashwat Goel et al.Dec 31arXiv

The paper teaches small language models to predict open-ended future events by turning daily news into thousands of safe, graded practice questions.

#open-ended forecasting#calibrated prediction#Brier score

M3DR: Towards Universal Multilingual Multimodal Document Retrieval

Intermediate

Adithya S Kolavi, Vyoman JainDec 3arXiv

The paper introduces M3DR, a way for computers to find the right document image no matter which of 22 languages the query or the document uses.

#multilingual retrieval#multimodal retrieval#document image search