conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained Models EMNLP 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Sparse Teachers Can Be Dense with Knowledge EMNLP 2022
SLING: Sino Linguistic Evaluation of Large Language Models EMNLP 2022
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training EMNLP 2022
DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022
Training Language Models with Memory Augmentation EMNLP 2022
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ACL 2022
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022
Fine-tuned Language Models are Continual Learners EMNLP 2022
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022
CURIE: An Iterative Querying Approach for Reasoning About Situations ACL 2022
Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022
Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment ACL 2022
EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English ACL 2022
LM-BFF-MS: Improving Few-Shot Fine-tuning of Language Models based on Multiple Soft Demonstration Memory ACL 2022
ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022
Adaptive Testing and Debugging of NLP Models ACL 2022
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks EMNLP 2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022
Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings ACL 2022
Multi-Granularity Structural Knowledge Distillation for Language Model Compression ACL 2022
Better Language Model with Hypernym Class Prediction ACL 2022
Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022
Robust Lottery Tickets for Pre-trained Language Models ACL 2022