conftrace_
← Resources & Methods
Natural Language Processing › Resources & Methods ›

Large Language Models

9,067 papers

Papers per year

Papers

On Surgical Fine-tuning for Language Encoders EMNLP 2023
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models EMNLP 2023
Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples EMNLP 2023
Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023
PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval EMNLP 2023
The Law and NLP: Bridging Disciplinary Disconnects EMNLP 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023
ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023
Test-time Augmentation for Factual Probing EMNLP 2023
Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023
Exploring the Sensitivity of LLMs’ Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters EMNLP 2023
Search Augmented Instruction Learning EMNLP 2023
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023
2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023
An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023
HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference EMNLP 2023
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 2023