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Found 8 papers, 1 papers with code
Actor Identification in Discourse: A Challenge for LLMs?
The identification of political actors who put forward claims in public debate is a crucial step in the construction of discourse networks, which are helpful to analyze societal debates.
Constraining Linear-chain CRFs to Regular Languages
However, the CRF's Markov assumption makes it impossible for CRFs to represent distributions with \textit{nonlocal} dependencies, and standard CRFs are unable to respect nonlocal constraints of the data (such as global arity constraints on output labels).
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Semantic Role Labeling
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Dissecting Span Identification Tasks with Performance Prediction
Span identification (in short, span ID) tasks such as chunking, NER, or code-switching detection, ask models to identify and classify relevant spans in a text.
IMS at SemEval-2020 Task 1: How low can you go? Dimensionality in Lexical Semantic Change Detection
We present the results of our system for SemEval-2020 Task 1 that exploits a commonly used lexical semantic change detection model based on Skip-Gram with Negative Sampling.
RiQuA: A Corpus of Rich Quotation Annotation for English Literary Text
We introduce RiQuA (RIch QUotation Annotations), a corpus that provides quotations, including their interpersonal structure (speakers and addressees) for English literary text.
Quotation Detection and Classification with a Corpus-Agnostic Model
The detection of quotations (i. e., reported speech, thought, and writing) has established itself as an NLP analysis task.
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction
As a result, comparability of models across tasks is missing and their applicability to new tasks is limited.
Addressing Low-Resource Scenarios with Character-aware Embeddings
Most modern approaches to computing word embeddings assume the availability of text corpora with billions of words.
