The Use of Spatial Relations in Referring Expression Generation

نویسندگان

  • Jette Viethen
  • Robert Dale
چکیده

There is a prevailing assumption in the literature on referring expression generation that relations are used in descriptions only ‘as a last resort’, typically on the basis that including the second entity in the relation introduces an additional cognitive load for either speaker or hearer. In this paper, we describe an experiemt that attempts to test this assumption; we determine that, even in simple scenes where the use of relations is not strictly required in order to identify an entity, relations are in fact often used. We draw some conclusions as to what this means for the development of algorithms for the generation of referring expressions.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Graphs and Spatial Relations in the Generation of Referring Expressions

When they introduced the Graph-Based Algorithm (GBA) for referring expression generation, Krahmer et al. (2003) flaunted the natural way in which it deals with relations between objects; but this feature has never been tested empirically. We fill this gap in this paper, exploring referring expression generation from the perspective of the GBA and focusing in particular on generating human-like ...

متن کامل

The machine learning process in applying spatial relations of residential plans based on samples and adjacency matrix

The current world is moving towards the development of hardware or software presence of artificial intelligence in all fields of human work, and architecture is no exception. Now this research seeks to present a theoretical and practical model of intuitive design intelligence that shows the problem of learning layout and spatial relationships to artificial intelligence algorithms; Therefore, th...

متن کامل

Towards Situated Dialogue: Revisiting Referring Expression Generation

In situated dialogue, humans and agents have mismatched capabilities of perceiving the shared environment. Their representations of the shared world are misaligned. Thus referring expression generation (REG) will need to take this discrepancy into consideration. To address this issue, we developed a hypergraph-based approach to account for group-based spatial relations and uncertainties in perc...

متن کامل

Spatial Referring Expression Generation for HRI: Algorithms and Evaluation Framework

The ability to refer to entities such as objects, locations, and people is an important capability for robots designed to interact with humans. For example, a referring expression (RE) such as “Do you mean the box on the left?” might be used by a robot seeking to disambiguate between objects. In this paper, we present and evaluate algorithms for Referring Expression Generation (REG) in small-sc...

متن کامل

Spatial Descriptions as Referring Expressions in the MapTask Domain

We discuss work-in-progress on a hybrid approach to the generation of spatial descriptions, using the maps of the Map Task dialogue corpus as domain models. We treat spatial descriptions as referring expressions that distinguish particular points on the maps from all other points (potential ‘distractors’). Our approach is based on rule-based overgeneration of spatial descriptions combined with ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008