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Large Language Models

9067 directly classified papers

Papers per year

Papers

WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022
A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022
Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue NAACL 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence NAACL 2022
Few-shot Subgoal Planning with Language Models NAACL 2022
Contrastive Learning for Prompt-based Few-shot Language Learners NAACL 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured NAACL 2022
Building a Personalized Dialogue System with Prompt-Tuning NAACL 2022
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation NAACL 2022
Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022
New Frontiers of Information Extraction NAACL 2022
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022
CINO: A Chinese Minority Pre-trained Language Model COLING 2022
CSL: A Large-scale Chinese Scientific Literature Dataset COLING 2022
BECEL: Benchmark for Consistency Evaluation of Language Models COLING 2022
MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022
Automatic Generation of Large-scale Multi-turn Dialogues from Reddit COLING 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts IJCNLP 2022
Cross-lingual Similarity of Multilingual Representations Revisited IJCNLP 2022
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications IJCNLP 2022
SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022