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A survey of paraphrasing and textual entailment methods
Paraphrasing methods recognize, generate, or extract phrases, sentences, or longer natural
language expressions that convey almost the same information. Textual entailment …
language expressions that convey almost the same information. Textual entailment …
[PDF][PDF] Using machine translation evaluation techniques to determine sentence-level semantic equivalence
The task of machine translation (MT) evaluation is closely related to the task of sentence-
level semantic equivalence classification. This paper investigates the utility of applying …
level semantic equivalence classification. This paper investigates the utility of applying …
Semantic channels for fast pedestrian detection
Pedestrian detection and semantic segmentation are high potential tasks for many real-time
applications. However most of the top performing approaches provide state of art results at …
applications. However most of the top performing approaches provide state of art results at …
Automatic short answer grading with semspace sense vectors and malstm
Automatic assessment of exams is widely preferred by educators than multiple-choice
exams because of its efficiency in measuring student performance, lack of subjectivity when …
exams because of its efficiency in measuring student performance, lack of subjectivity when …
Recognizing and justifying text entailment through distributional navigation on definition graphs
Text entailment, the task of determining whether a piece of text logically follows from another
piece of text, has become an important component for many natural language processing …
piece of text, has become an important component for many natural language processing …
Exploring knowledge graphs in an interpretable composite approach for text entailment
Recognizing textual entailment is a key task for many semantic applications, such as
Question Answering, Text Summarization, and Information Extraction, among others …
Question Answering, Text Summarization, and Information Extraction, among others …
Systems and methods for detecting entailment and contradiction
Techniques are provided for detecting entailment and con tradiction. Packed knowledge
representations for a premise and conclusion text are determined comprising facts about the …
representations for a premise and conclusion text are determined comprising facts about the …
A Study of the State of the Art Approaches and Datasets for Multilingual Natural Language Inference
Natural language inference is critical in Natural Language Processing where semantics is
involved. Also known as textual entailment recognition, it defines a directional relationship …
involved. Also known as textual entailment recognition, it defines a directional relationship …
Short answer scoring system using automatic reference answer generation and geometric average normalized-longest common subsequence (GAN-LCS)
Abstract The Automatic Short Answer Scoring (ASAS) system is one of the tools that can be
used to conduct assessment process on e-learning system. One of the methods applied in …
used to conduct assessment process on e-learning system. One of the methods applied in …
Recognising textual entailment with robust logical inference
J Bos, K Markert - Machine Learning Challenges Workshop, 2005 - Springer
We use logical inference techniques for recognising textual entailment, with theorem proving
operating on deep semantic interpretations as the backbone of our system. However, the …
operating on deep semantic interpretations as the backbone of our system. However, the …