Learning from disagreement: A survey

AN Uma, T Fornaciari, D Hovy, S Paun, B Plank… - Journal of Artificial …, 2021 - jair.org
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 …

Computational models of anaphora

M Poesio, J Yu, S Paun, A Aloraini, P Lu… - Annual Review of …, 2023 - annualreviews.org
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 …

A survey on semantic processing techniques

R Mao, K He, X Zhang, G Chen, J Ni, Z Yang… - Information …, 2024 - Elsevier
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 …

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 …

Corefud 1.0: Coreference meets universal dependencies

A Nedoluzhko, M Novák, M Popel… - Proceedings of the …, 2022 - aclanthology.org
Recent advances in standardization for annotated language resources have led to
successful large scale efforts, such as the Universal Dependencies (UD) project for …

Bridging resolution: A survey of the state of the art

H Kobayashi, V Ng - … of the 28th International Conference on …, 2020 - aclanthology.org
Bridging reference resolution is an anaphora resolution task that is arguably more
challenging and less studied than entity coreference resolution. Given that significant …

Findings of the shared task on multilingual coreference resolution

Z Žabokrtský, M Konopík, A Nedoluzhko… - arxiv preprint arxiv …, 2022 - arxiv.org
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 …

The CODI-CRAC 2021 shared task on anaphora, bridging, and discourse deixis in dialogue

S Khosla, J Yu, R Manuvinakurike, V Ng… - Proceedings of the …, 2021 - aclanthology.org
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 …

Findings of the second shared task on multilingual coreference resolution

Z Žabokrtský, M Konopík, A Nedoluzhko… - Proceedings of the …, 2023 - aclanthology.org
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 …

Moving on from OntoNotes: Coreference resolution model transfer

P **a, B Van Durme - arxiv preprint arxiv:2104.08457, 2021 - arxiv.org
Academic neural models for coreference resolution (coref) are typically trained on a single
dataset, OntoNotes, and model improvements are benchmarked on that same dataset …