Papers Logical Sequence
“Logical Sequence” 태그가 달린 논문 9편 · 필터 해제
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles
Causal language modeling using the Transformer architecture has yielded remarkable capabilities in Large Language Models (LLMs) over the last few years. However, the extent to which fundamental search and reasoning capab…
Causal Language ModelingLanguage ModelingLanguage ModellingLogical SequenceWhy Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos
In this paper, we explore the capability of an agent to construct a logical sequence of action steps, thereby assembling a strategic procedural plan. This plan is crucial for navigating from an initial visual observation…
Logical SequenceNavigateProgressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering
Pre-trained multimodal models have achieved significant success in retrieval-based question answering. However, current multimodal retrieval question-answering models face two main challenges. Firstly, utilizing compress…
Contrastive LearningLogical SequenceQuestion AnsweringRetrievalMWPRanker: An Expression Similarity Based Math Word Problem Retriever
Math Word Problems (MWPs) in online assessments help test the ability of the learner to make critical inferences by interpreting the linguistic information in them. To test the mathematical reasoning capabilities of the …
Logical SequenceMathMathematical ReasoningRetrieval+2Training Compute-Optimal Large Language Models
We investigate the optimal model size and number of tokens for training a transformer language model under a given compute budget. We find that current large language models are significantly undertrained, a consequence …
AnachronismsAnalogical SimilarityAnalytic EntailmentCausal Judgment+69Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Language modelling provides a step towards intelligent communication systems by harnessing large repositories of written human knowledge to better predict and understand the world. In this paper, we present an analysis o…
Abstract AlgebraAnachronismsAnalogical SimilarityAnalytic Entailment+143Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering
Discovering the logical sequence of events is one of the cornerstones in Natural Language Understanding. One approach to learn the sequence of events is to study the order of sentences in a coherent text. Sentence orderi…
Document SummarizationLanguage ModelingLanguage ModellingLogical Sequence+7Assisting Undergraduate Students in Writing Spanish Methodology Sections
In undergraduate theses, a good methodology section should describe the series of steps that were followed in performing the research. To assist students in this task, we develop machine-learning models and an app that u…
BIG-bench Machine LearningLanguage ModelingLanguage ModellingLogical SequenceArchitecture and evolution of semantic networks in mathematics texts
Knowledge is a network of interconnected concepts. Yet, precisely how the topological structure of knowledge constrains its acquisition remains unknown, hampering the development of learning enhancement strategies. Here …
Logical Sequence