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Large Language Models

9,153 papers

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Papers

Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Systematicity in GPT-3’s Interpretation of Novel English Noun Compounds EMNLP 2022
What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022
Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022
Autoregressive Structured Prediction with Language Models EMNLP 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
RL with KL penalties is better viewed as Bayesian inference EMNLP 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022
Can AMR Assist Legal and Logical Reasoning? EMNLP 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022
Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022
Are Large Pre-Trained Language Models Leaking Your Personal Information? EMNLP 2022
Scientific and Creative Analogies in Pretrained Language Models EMNLP 2022
Towards Tracing Knowledge in Language Models Back to the Training Data EMNLP 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation EMNLP 2022
Benchmarking Language Models for Code Syntax Understanding EMNLP 2022
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition EMNLP 2022
Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022
RoChBert: Towards Robust BERT Fine-tuning for Chinese EMNLP 2022
LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022