Analyzing Depression in College Students Using NLP and Transformer Models: Implications for Career and Educational Counseling. [PDF]
A multimodal NLP pipeline uses RoBERTa embeddings with a GRU classifier to detect depression in college students from short posts and interaction signals. The system integrates textual and emoji features and outputs risk levels for early screening and support.
Wan Q, Pan Y, Zakeri S.
europepmc +2 more sources
Towards Humorous Anaphora Resolution [PDF]
Nijholt, Antinus, Mulder, M.P.
openaire +4 more sources
Comparing knowledge sources for nominal anaphora resolution [PDF]
We compare two ways of obtaining lexical knowledge for antecedent selection in other-anaphora and definite noun phrase coreference. Specifically, we compare an algorithm that relies on links encoded in the manually created lexical hierarchy WordNet and
Markert, K., Nissim, M.
core +3 more sources
PERFORMING ANAPHORA IN MODERN GREEK: A NEO-GRICEAN PRAGMATIC ANALYSIS [PDF]
The paper addresses the problem of interpreting anaphoric NPs in Modern Greek. It includes a proposal of a novel analysis based on the systematic interaction of the neo- Gricean pragmatic principles of communication, which provides a neat and elegant ...
Anagnostopoulou +118 more
core +2 more sources
Between anaphora and deixis...the resolution of the demonstrative noun-phrase ‘that N’ [PDF]
Three experiments examined the hypothesis that the demonstrative noun phrase (NP) that N, as an anadeictic expression, preferentially refers to the less salient referent in a discourse representation when used anaphorically, whereas the anaphoric pronoun
Cowles, H Wind +2 more
core +2 more sources
Anaphora Resolution with Real Preprocessing [PDF]
In this paper we focus on anaphora resolution for German, a highly inflected language which also allows for closed form compounds (i.e. compounds without spaces). Especially, we describe a system that only uses real preprocessing components, e.g.
Fahrni, A +3 more
core +1 more source
Anaphora and Discourse Structure [PDF]
We argue in this paper that many common adverbial phrases generally taken to signal a discourse relation between syntactically connected units within discourse structure, instead work anaphorically to contribute relational meaning, with only indirect ...
Joshi, Aravind +3 more
core +2 more sources
The role of statistical and semantic features in single-document extractive summarization [PDF]
This paper reports on the further results of the ongoing research analyzing the impact of a range of commonly used statistical and semantic features in the context of extractive text summarization.
Lloret, Elena +3 more
core +2 more sources
Non-situational functions of demonstrative noun phrases in Lingala (Bantu) [PDF]
This paper examines the non-situational (i.e., non-exophoric) pragmatic functions of the three adnominal demonstratives, oyo, wand, and yango in the Bantu language Lingala.
Meeuwis, Michael, Stroeken, Koenraad
core +1 more source
Vagueness and referential ambiguity in a large-scale annotated corpus [PDF]
In this paper, we argue that difficulties in the definition of coreference itself contribute to lower inter-annotator agreement in certain cases. Data from a large referentially annotated corpus serves to corroborate this point, using a quantitative ...
Versley, Yannick
core +2 more sources

