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Language Modeling

2,579 papers

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Papers

Preference-grounded Token-level Guidance for Language Model Fine-tuning NIPS 2023
Mathematical Capabilities of ChatGPT NIPS 2023
Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023
Scaling Data-Constrained Language Models NIPS 2023
Random-Access Infinite Context Length for Transformers NIPS 2023
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications NIPS 2023
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers NIPS 2023
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training AAAI 2023
A Data Source for Reasoning Embodied Agents AAAI 2023
Neural Dynamic Focused Topic Model AAAI 2023
SEAT: Stable and Explainable Attention AAAI 2023
Prompting Neural Machine Translation with Translation Memories AAAI 2023
Language Model Pre-training on True Negatives AAAI 2023
EM Pre-training for Multi-party Dialogue Response Generation ACL 2023
On-the-fly Cross-lingual Masking for Multilingual Pre-training ACL 2023
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models ACL 2023
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ACL 2023
Do PLMs Know and Understand Ontological Knowledge? ACL 2023
Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis ACL 2023
Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023
Tree-Based Representation and Generation of Natural and Mathematical Language ACL 2023
Pre-Training to Learn in Context ACL 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model ACL 2023