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Large Language Models

2678 directly classified papers

Papers per year

Papers

ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction 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
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
Vega-MT: The JD Explore Academy Machine Translation System for WMT22 EMNLP 2022
DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale ICML 2022
The COVID That Wasn’t: Counterfactual Journalism Using GPT COLING 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022
A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022
Causal Distillation for Language Models NAACL 2022
Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue 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
Are Prompt-based Models Clueless? ACL 2022
Context Matters: A Pragmatic Study of PLMs’ Negation Understanding ACL 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models ACL 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation ACL 2022
Factual Consistency of Multilingual Pretrained Language Models ACL 2022
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022