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Large Language Models

6405 directly classified papers

Papers per year

Papers

BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023
LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases EMNLP 2023
Probing the “Creativity” of Large Language Models: Can models produce divergent semantic association? EMNLP 2023
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023
Towards Concept-Aware Large Language Models EMNLP 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023
Systematic Assessment of Factual Knowledge in Large Language Models EMNLP 2023
Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023
Coarse-to-Fine Dual Encoders are Better Frame Identification Learners EMNLP 2023
Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023
Learning to love diligent trolls: Accounting for rater effects in the dialogue safety task EMNLP 2023
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023
Coverage-based Example Selection for In-Context Learning EMNLP 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification EMNLP 2023
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks EMNLP 2023