conftrace_

semantic representation

497 papers

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Co-occurring keywords

representation learning (6206) word embedding (1764) abstract meaning representation (187) zero-shot learning (3650) large language model (13587) neural network (6616) attention mechanism (4001) semantic parsing (960) contrastive learning (4032) multimodal learning (4645)

Papers

Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021
Deep Semantic Dictionary Learning for Multi-label Image Classification AAAI 2021
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations IJCNLP 2021
Semantic Representation for Dialogue Modeling IJCNLP 2021
Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words IJCNLP 2021
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels ACL 2021
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation EMNLP 2021
Toward Human-Like Grasp: Dexterous Grasping via Semantic Representation of Object-Hand ICCV 2021
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations ACL 2021
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING 2020
Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020
Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces AAAI 2020
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding INTERSPEECH 2020
IIITBH at WNUT-2020 Task 2: Exploiting the best of both worlds EMNLP 2020
Will it Unblend? EMNLP 2020
Cross-lingual Semantic Representation for NLP with UCCA COLING 2020
DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL 2020
On Incorporating Structural Information to improve Dialogue Response Generation ACL 2020
Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs COLING 2020
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020
Discriminative Sentence Modeling for Story Ending Prediction AAAI 2020
A Two-Level Interpretation of Modality in Human-Robot Dialogue COLING 2020