Zobrazeno 1 - 10
of 207
pro vyhledávání: '"MITCHELL, TOM M."'
Autor:
Sachan, Mrinmaya, Dubey, Avinava, Hovy, Eduard H., Mitchell, Tom M., Roth, Dan, Xing, Eric P.
Publikováno v:
Computational Linguistics, Vol 45, Iss 4, Pp 627-665 (2020)
To ensure readability, text is often written and presented with due formatting. These text formatting devices help the writer to effectively convey the narrative. At the same time, these help the readers pick up the structure of the discourse and com
Externí odkaz:
https://doaj.org/article/dc8f38f4640e4e158191ebcbb5855a15
Recent large language models (LLMs) have demonstrated great potential toward intelligent agents and next-gen automation, but there currently lacks a systematic benchmark for evaluating LLMs' abilities as agents. We introduce SmartPlay: both a challen
Externí odkaz:
http://arxiv.org/abs/2310.01557
Autor:
Silver, Daniel L., Mitchell, Tom M.
We propose that symbols are first and foremost external communication tools used between intelligent agents that allow knowledge to be transferred in a more efficient and effective manner than having to experience the world directly. But, they are al
Externí odkaz:
http://arxiv.org/abs/2304.13626
High sample complexity has long been a challenge for RL. On the other hand, humans learn to perform tasks not only from interaction or demonstrations, but also by reading unstructured text documents, e.g., instruction manuals. Instruction manuals and
Externí odkaz:
http://arxiv.org/abs/2302.04449
Autor:
Schmucker, Robin, Mitchell, Tom M.
Millions of learners worldwide are now using intelligent tutoring systems (ITSs). At their core, ITSs rely on machine learning algorithms to track each user's changing performance level over time to provide personalized instruction. Crucially, studen
Externí odkaz:
http://arxiv.org/abs/2202.03980
We consider the problem of assessing the changing performance levels of individual students as they go through online courses. This student performance (SP) modeling problem is a critical step for building adaptive online teaching systems. Specifical
Externí odkaz:
http://arxiv.org/abs/2109.01753
When faced with learning challenging new tasks, humans often follow sequences of steps that allow them to incrementally build up the necessary skills for performing these new tasks. However, in machine learning, models are most often trained to solve
Externí odkaz:
http://arxiv.org/abs/2106.04072
Autor:
Saparov, Abulhair, Mitchell, Tom M.
We introduce the Probabilistic Worldbuilding Model (PWM), a new fully-symbolic Bayesian model of semantic parsing and reasoning, as a first step in a research program toward more domain- and task-general NLU and AI. Humans create internal mental mode
Externí odkaz:
http://arxiv.org/abs/2105.02486
With an outreach in more than 90 countries, a market share of 2.1 billion dollars and a target audience base of at least 1.2 billion people, Bollywood, aka the Mumbai film industry, is a formidable entertainment force. While the number of lives Bolly
Externí odkaz:
http://arxiv.org/abs/2102.09103
The growing political polarization of the American electorate over the last several decades has been widely studied and documented. During the administration of President Donald Trump, charges of "fake news" made social and news media not only the me
Externí odkaz:
http://arxiv.org/abs/2101.10112