conftrace_

semantic representation

497 papers

Explore in graph

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

UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System ACL 2022
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model EMNLP 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022
A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction EMNLP 2022
Parsing as Deduction Revisited: Using an Automatic Theorem Prover to Solve an SMT Model of a Minimalist Parser EMNLP 2022
Semantic Similarity as a Window into Vector- and Graph-Based Metrics EMNLP 2022
Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022
Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NIPS 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning NIPS 2022
Hybrid Semantics for Goal-Directed Natural Language Generation ACL 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
Learning Functional Distributional Semantics with Visual Data ACL 2022
Characterizing Idioms: Conventionality and Contingency ACL 2022
Semantic-Aware Auto-Encoders for Self-Supervised Representation Learning CVPR 2022
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation CVPR 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation EMNLP 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
Revisiting the Roles of “Text” in Text Games EMNLP 2022
FIRE: Semantic Field of Words Represented as Non-Linear Functions NIPS 2022