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Large Language Models

6405 directly classified papers

Papers per year

Papers

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements EMNLP 2023
Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023
Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023
On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023
Quantifying the Dialect Gap and its Correlates Across Languages EMNLP 2023
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction EMNLP 2023
Exploring the Potential of Large Language Models in Generating Code-Tracing Questions for Introductory Programming Courses EMNLP 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023
Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023
An Intent-based and Annotation-free Method for Duplicate Question Detection in CQA Forums EMNLP 2023
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP 2023
PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models EMNLP 2023
Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023
Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023
Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023
TSTR: Target Similarity Tuning Meets the Real World EMNLP 2023
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023
Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention EMNLP 2023
InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023
Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023
How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023