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researcher

David O. Melville

3 papers hereh-index 229 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

most citedLLM-ARC: Enhancing LLMs with an Automated Reasoning Critic

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2024★ 2 cited

LLM-ARC: Enhancing LLMs with an Automated Reasoning Critic

Aditya Kalyanpur, Kailash Karthik Saravanakumar, Victor Barres +3

We introduce LLM-ARC, a neuro-symbolic framework designed to enhance the logical reasoning capabilities of Large Language Models (LLMs), by combining them with an Automated Reasoni…

cs.AI2024

Beyond LLMs: Advancing the Landscape of Complex Reasoning

Jennifer Chu-Carroll, Andrew Beck, Greg Burnham +4

Since the advent of Large Language Models a few years ago, they have often been considered the de facto solution for many AI problems. However, in addition to the many deficiencies…

cs.CL2020

SKATE: A Natural Language Interface for Encoding Structured Knowledge

Clifton McFate, Aditya Kalyanpur, Dave Ferrucci +4

In Natural Language (NL) applications, there is often a mismatch between what the NL interface is capable of interpreting and what a lay user knows how to express. This work descri…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.