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Large Language Models

9067 directly classified papers

Papers per year

Papers

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL 2020
Knowledge Distillation from Internal Representations AAAI 2020
The Lottery Ticket Hypothesis for Pre-trained BERT Networks NIPS 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing NIPS 2020
Alibaba’s Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT EMNLP 2020
Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task ACL 2020
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020
Biomedical Event Extraction as Sequence Labeling EMNLP 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020
Two-Phase Cross-Lingual Language Model Fine-Tuning for Machine Translation Quality Estimation EMNLP 2020
Extended Study on Using Pretrained Language Models and YiSi-1 for Machine Translation Evaluation EMNLP 2020
Investigating Gender Bias in Language Models Using Causal Mediation Analysis NIPS 2020
ParBLEU: Augmenting Metrics with Automatic Paraphrases for the WMT’20 Metrics Shared Task EMNLP 2020
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling EMNLP 2020
BERTweet: A pre-trained language model for English Tweets EMNLP 2020
MedDialog: Large-scale Medical Dialogue Datasets EMNLP 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
Cold-start Active Learning through Self-supervised Language Modeling EMNLP 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference ACL 2020
Empower Entity Set Expansion via Language Model Probing ACL 2020
Attending to Entities for Better Text Understanding AAAI 2020
CamemBERT: a Tasty French Language Model ACL 2020
Video-Grounded Dialogues with Pretrained Generation Language Models ACL 2020
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020
Code and Named Entity Recognition in StackOverflow ACL 2020