Large Language Models

zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024 2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023 3D-LLM: Injecting the 3D World into Large Language Models NeurIPS 2023 AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications EMNLP 2023 Abed at KSAA-RD Shared Task: Enhancing Arabic Word Embedding with Modified BERT Multilingual EMNLP 2023 A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023 A Better Way to Do Masked Language Model Scoring ACL 2023 Abstractive Text Summarization Using the BRIO Training Paradigm ACL 2023 A Causal View of Entity Bias in (Large) Language Models EMNLP 2023 A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023 A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ACL 2023 A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction EMNLP 2023 A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023 A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023 Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023 Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023 AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models EACL 2023 Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023 Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning ICLR 2023 Adding Instructions during Pretraining: Effective way of Controlling Toxicity in Language Models EACL 2023 ADEPT: A DEbiasing PrompT Framework AAAI 2023 Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners ACL 2023 Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding ACL 2023