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Large Language Models

2678 directly classified papers

Papers per year

Papers

MetaPrompting: Learning to Learn Better Prompts COLING 2022
Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust? COLING 2022
COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022
Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation COLING 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022
Narrate Dialogues for Better Summarization EMNLP 2022
Controllable Dialogue Simulation with In-context Learning EMNLP 2022
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again EMNLP 2022
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models EMNLP 2022
Large-Scale Differentially Private BERT EMNLP 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022
SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022
KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation NAACL 2022
Re2G: Retrieve, Rerank, Generate NAACL 2022
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022
Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021
Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021
Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks AAAI 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021
Mitigating Political Bias in Language Models through Reinforced Calibration AAAI 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021