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Large Language Models

9067 directly classified papers

Papers per year

Papers

CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models EMNLP 2023
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations EMNLP 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs EMNLP 2023
Evaluating Large Language Models on Controlled Generation Tasks EMNLP 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023
Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models EMNLP 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers EMNLP 2023
Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding EMNLP 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification EMNLP 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023
MiniChain: A Small Library for Coding with Large Language Models EMNLP 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP 2023
SAGEViz: SchemA GEneration and Visualization EMNLP 2023
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation EMNLP 2023
H2O Open Ecosystem for State-of-the-art Large Language Models EMNLP 2023
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models EMNLP 2023
LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023
Document-Level Machine Translation with Large Language Models EMNLP 2023
Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs EMNLP 2023
Consistency Analysis of ChatGPT EMNLP 2023
NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models EMNLP 2023
Are Compressed Language Models Less Subgroup Robust? EMNLP 2023
Global Voices, Local Biases: Socio-Cultural Prejudices across Languages EMNLP 2023