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Large Language Models

9,067 papers

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Papers

Black-box language model explanation by context length probing ACL 2023
Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023
Class-Incremental Learning based on Label Generation ACL 2023
Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023
Prefix Propagation: Parameter-Efficient Tuning for Long Sequences ACL 2023
Hexatagging: Projective Dependency Parsing as Tagging ACL 2023
Understanding Demonstration-based Learning from a Causal Perspective ACL 2023
Teaching Small Language Models to Reason ACL 2023
Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023
Human-in-the-loop Schema Induction ACL 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development ACL 2023
The ROOTS Search Tool: Data Transparency for LLMs ACL 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023
Inseq: An Interpretability Toolkit for Sequence Generation Models ACL 2023
OpenICL: An Open-Source Framework for In-context Learning ACL 2023
DeepPavlov Dream: Platform for Building Generative AI Assistants ACL 2023
How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese ACL 2023
Can LMs Store and Retrieve 1-to-N Relational Knowledge? ACL 2023
MedTem2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries ACL 2023
Data Selection for Fine-tuning Large Language Models Using Transferred Shapley Values ACL 2023
KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce ACL 2023
GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model ACL 2023
KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications ACL 2023
The economic trade-offs of large language models: A case study ACL 2023
Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy ACL 2023