Found 652 results, showing the newest relevant preprints. Sort by relevancy only.Update me on new preprints

A Critical Analysis of Biased Parsers in Unsupervised Parsing

However, we also provide a detailed analysis of the parsing algorithm, showing (1) that it is incomplete---that is, it can recover only a fraction of possible trees---and (2) that it has a marked bias for right-branching structures which results in inflated performance in right-branching languages like English. Expand abstract.
3 days ago
4/10 relevant
arXiv

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

We are also keen on extending \task to more queries and programming languages in the future. Expand abstract.
3 days ago
7/10 relevant
arXiv

Automatic Table completion using Knowledge Base

We design a novel framework AutoTableComplete which aims to integrate schema specific structural information with the natural language contextual information provided by the user, to complete tables automatically, using a heterogeneous knowledge base (KB) as the main information source. Expand abstract.
3 days ago
4/10 relevant
arXiv

Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering

Our goal in this work is to develop methods to incorporate additional (commonsense) knowledge into language model based approaches for better question answering in such domains. Expand abstract.
4 days ago
8/10 relevant
arXiv

ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking

In this work we describe the system from Natural Language Processing group at Arizona State University for the TextGraphs 2019 Shared Task. Expand abstract.
4 days ago
4/10 relevant
arXiv

Extracting Conceptual Knowledge from Natural Language Text Using Maximum Likelihood Principle

We run our conceptualization algorithm on several well-known natural language sources and obtain very encouraging results. Expand abstract.
4 days ago
10/10 relevant
arXiv

Robot Sound Interpretation: Combining Sight and Sound in Learning-Based Control

While previous methods use natural language processing to translate sound to text, we propose an end-to-end deep neural network which directly learns control polices from images and sound signals. Expand abstract.
4 days ago
4/10 relevant
arXiv

A post-processing algorithm for building longitudinal medication dose data from extracted medication information using natural language processing from electronic health records

Materials and Methods: The algorithm was developed using output from two natural language processing systems, MedXN and medExtractR. Expand abstract.
4 days ago
10/10 relevant
bioRxiv

Improving Natural Language Inference with a Pretrained Parser

We introduce a novel approach to incorporate syntax into natural language inference (NLI) models. Expand abstract.
5 days ago
8/10 relevant
arXiv

Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity

Automatically verifying rumorous information has become an important and challenging task in natural language processing and social media analytics. Expand abstract.
5 days ago
4/10 relevant
arXiv