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Found 8 papers, 1 papers with code
Probing Semantic Grounding in Language Models of Code with Representational Similarity Analysis
In this paper, we propose using Representational Similarity Analysis to probe the semantic grounding in language models of code.
DRIFT: A Toolkit for Diachronic Analysis of Scientific Literature
In this work, we present to the NLP community, and to the wider research community as a whole, an application for the diachronic analysis of research corpora.
Towards Using Diachronic Distributed Word Representations as Models of Lexical Development
Our experiments demonstrate the ease of usage and effectiveness of diachronic distributed word representations in modeling lexical development.
Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages
We use the datasets from the evaluation tasks to probe five multilingual language models of varying architectures for syntax in Indic languages.
Towards Modelling Coherence in Spoken Discourse
While there has been significant progress towards modelling coherence in written discourse, the work in modelling spoken discourse coherence has been quite limited.
LRG at SemEval-2020 Task 7: Assessing the Ability of BERT and Derivative Models to Perform Short-Edits based Humor Grading
In this paper, we assess the ability of BERT and its derivative models (RoBERTa, DistilBERT, and ALBERT) for short-edits based humor grading.
CNRL at SemEval-2020 Task 5: Modelling Causal Reasoning in Language with Multi-Head Self-Attention Weights based Counterfactual Detection
We use pre-trained transformer models to extract contextual embeddings and self-attention weights from the text.
BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features based Ensemble Learning
Propaganda spreads the ideology and beliefs of like-minded people, brainwashing their audiences, and sometimes leading to violence.
