conftrace_

semantic task

16 papers

Explore in graph

Co-occurring keywords

syntactic task (3) semantic analysis (785) multi-task learning (2575) language model (4599) model interpretability (519) lexical semantics (326) transfer learning (5449) language acquisition (113) task clustering (17) algorithmic reduction (2)

Papers

Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study EACL 2026
A Study on How Attention Scores in the BERT Model Are Aware of Lexical Categories in Syntactic and Semantic Tasks on the GLUE Benchmark COLING 2024
Taxonomy of Problems in Lexical Semantics ACL 2023
Assessing Word Importance Using Models Trained for Semantic Tasks ACL 2023
Are Embedded Potatoes Still Vegetables? On the Limitations of WordNet Embeddings for Lexical Semantics EMNLP 2023
Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022
Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks NAACL 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge EMNLP 2021
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space IJCNLP 2021
Auditing Deep Learning processes through Kernel-based Explanatory Models EMNLP 2019
Multi-Task Learning for Argumentation Mining in Low-Resource Settings NAACL 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study COLING 2018
Effective shared representations with Multitask Learning for Community Question Answering EACL 2017
MITRE at SemEval-2016 Task 6: Transfer Learning for Stance Detection SEMEVAL 2016
Pedestrian Detection Aided by Deep Learning Semantic Tasks CVPR 2015