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09/20/2023
The Scenario Refiner: Grounding subjects in images at the morphological level
Derivationally related words, such as "runner" and "running", exhibit se...
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06/04/2023
Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations
Multimodal embeddings aim to enrich the semantic information in neural r...
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12/17/2022
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering
In many real-world scenarios, the absence of external knowledge source l...
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10/10/2022
Generating image captions with external encyclopedic knowledge
Accurately reporting what objects are depicted in an image is largely a ...
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06/07/2022
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces
Pretrained embeddings based on the Transformer architecture have taken t...
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05/27/2022
Semeval-2022 Task 1: CODWOE – Comparing Dictionaries and Word Embeddings
Word embeddings have advanced the state of the art in NLP across numerou...
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08/17/2021
A Game Interface to Study Semantic Grounding in Text-Based Models
Can language models learn grounded representations from text distributio...
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12/07/2020
What Meaning-Form Correlation Has to Compose With
Compositionality is a widely discussed property of natural languages, al...
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11/13/2019
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model
Contextualized word embeddings, i.e. vector representations for words in...
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11/13/2019
Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling
Defining words in a textual context is a useful task both for practical ...
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09/11/2018
Limitations in learning an interpreted language with recurrent models
In this submission I report work in progress on learning simplified inte...
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03/15/2018
RUSSE: The First Workshop on Russian Semantic Similarity
The paper gives an overview of the Russian Semantic Similarity Evaluatio...
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08/31/2017
Human and Machine Judgements for Russian Semantic Relatedness
Semantic relatedness of terms represents similarity of meaning by a nume...
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06/20/2016