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07/05/2023
SpaceNLI: Evaluating the Consistency of Predicting Inferences in Space
While many natural language inference (NLI) datasets target certain sema...
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10/07/2021
A Logic-Based Framework for Natural Language Inference in Dutch
We present a framework for deriving inference relations between Dutch se...
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12/29/2020
The Parallel Meaning Bank: A Framework for Semantically Annotating Multiple Languages
This paper gives a general description of the ideas behind the Parallel ...
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12/29/2020
DRS at MRP 2020: Dressing up Discourse Representation Structures as Graphs
Discourse Representation Theory (DRT) is a formal account for representi...
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10/29/2020
Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference
Tackling Natural Language Inference with a logic-based method is becomin...
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05/27/2020
Thirty Musts for Meaning Banking
Meaning banking–creating a semantically annotated corpus for the purpose...
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05/27/2020
The First Shared Task on Discourse Representation Structure Parsing
The paper presents the IWCS 2019 shared task on semantic parsing where t...
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06/15/2019
Can neural networks understand monotonicity reasoning?
Monotonicity reasoning is one of the important reasoning skills for any ...
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04/27/2019
HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning
Large crowdsourced datasets are widely used for training and evaluating ...
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10/30/2018
Exploring Neural Methods for Parsing Discourse Representation Structures
Neural methods have had several recent successes in semantic parsing, th...
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08/29/2018
What can we learn from Semantic Tagging?
We investigate the effects of multi-task learning using the recently int...
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02/23/2018
Evaluating Scoped Meaning Representations
Semantic parsing offers many opportunities to improve natural language u...
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09/29/2017
Towards Universal Semantic Tagging
The paper proposes the task of universal semantic tagging---tagging word...
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08/30/2017
LangPro: Natural Language Theorem Prover
LangPro is an automated theorem prover for natural language (https://git...
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02/13/2017