conftrace_

pretrained language model

1030 papers

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Also known as

PLM PRLM

Co-occurring keywords

transfer learning (5449) text classification (6793) pre-trained language model (1515) language model (4599) few-shot learning (3398) text generation (2913) domain adaptation (4595) representation learning (6206) data augmentation (3052) question answering (2963)

Papers

Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
A Simple Model for Distantly Supervised Relation Extraction COLING 2022
Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition COLING 2022
Controlled Language Generation for Language Learning Items EMNLP 2022
Robustness of Demonstration-based Learning Under Limited Data Scenario EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022
SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training COLING 2022
Entity-based Neural Local Coherence Modeling ACL 2022
Data Contamination: From Memorization to Exploitation ACL 2022
Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation ACL 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems INTERSPEECH 2022
A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing IJCNLP 2022
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation AAAI 2022
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? EMNLP 2022
SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework ACL 2022