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Large Language Models

2,733 papers

Papers per year

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Papers

MiQA: A Benchmark for Inference on Metaphorical Questions IJCNLP 2022
Residual Language Model for End-to-end Speech Recognition INTERSPEECH 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
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction NAACL 2022
Causal Distillation for Language Models NAACL 2022
Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue NAACL 2022
GenIE: Generative Information Extraction NAACL 2022
Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022
Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens NAACL 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances NAACL 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022
Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021
Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021