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Large Language Models

9,067 papers

Papers per year

Papers

Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP 2023
Unveiling the Implicit Toxicity in Large Language Models EMNLP 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023
ALCUNA: Large Language Models Meet New Knowledge EMNLP 2023
Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs EMNLP 2023
Knowledge-Augmented Language Model Verification EMNLP 2023
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023
Self-Influence Guided Data Reweighting for Language Model Pre-training EMNLP 2023
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency EMNLP 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023
The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment EMNLP 2023
FinGPT: Large Generative Models for a Small Language EMNLP 2023
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques EMNLP 2023
Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023
CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models EMNLP 2023