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Learning from disagreement: A survey
Abstract Many tasks in Natural Language Processing (NLP) and Computer Vision (CV) offer
evidence that humans disagree, from objective tasks such as part-of-speech tagging to more …
evidence that humans disagree, from objective tasks such as part-of-speech tagging to more …
Computational models of anaphora
Interpreting anaphoric references is a fundamental aspect of our language competence that
has long attracted the attention of computational linguists. The appearance of ever-larger …
has long attracted the attention of computational linguists. The appearance of ever-larger …
A survey on semantic processing techniques
Semantic processing is a fundamental research domain in computational linguistics. In the
era of powerful pre-trained language models and large language models, the advancement …
era of powerful pre-trained language models and large language models, the advancement …
Entity tracking in language models
N Kim, S Schuster - ar** track of how states of entities change as a text or dialog unfolds is a key
prerequisite to discourse understanding. Yet, there have been few systematic investigations …
prerequisite to discourse understanding. Yet, there have been few systematic investigations …
Corefud 1.0: Coreference meets universal dependencies
Recent advances in standardization for annotated language resources have led to
successful large scale efforts, such as the Universal Dependencies (UD) project for …
successful large scale efforts, such as the Universal Dependencies (UD) project for …
Bridging resolution: A survey of the state of the art
Bridging reference resolution is an anaphora resolution task that is arguably more
challenging and less studied than entity coreference resolution. Given that significant …
challenging and less studied than entity coreference resolution. Given that significant …
Findings of the shared task on multilingual coreference resolution
This paper presents an overview of the shared task on multilingual coreference resolution
associated with the CRAC 2022 workshop. Shared task participants were supposed to …
associated with the CRAC 2022 workshop. Shared task participants were supposed to …
The CODI-CRAC 2021 shared task on anaphora, bridging, and discourse deixis in dialogue
In this paper, we provide an overview of the CODI-CRAC 2021 Shared-Task: Anaphora
Resolution in Dialogue. The shared task focuses on detecting anaphoric relations in …
Resolution in Dialogue. The shared task focuses on detecting anaphoric relations in …
Findings of the second shared task on multilingual coreference resolution
This paper summarizes the second edition of the shared task on multilingual coreference
resolution, held with the CRAC 2023 workshop. Just like last year, participants of the shared …
resolution, held with the CRAC 2023 workshop. Just like last year, participants of the shared …
Moving on from OntoNotes: Coreference resolution model transfer
Academic neural models for coreference resolution (coref) are typically trained on a single
dataset, OntoNotes, and model improvements are benchmarked on that same dataset …
dataset, OntoNotes, and model improvements are benchmarked on that same dataset …