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Large Language Models

9,067 papers

Papers per year

Papers

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models EMNLP 2023
Learning Preference Model for LLMs via Automatic Preference Data Generation EMNLP 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data EMNLP 2023
Revisiting Automated Topic Model Evaluation with Large Language Models EMNLP 2023
Query2doc: Query Expansion with Large Language Models EMNLP 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models EMNLP 2023
Large Language Models are biased to overestimate profoundness EMNLP 2023
Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models EMNLP 2023
Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference? EMNLP 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models EMNLP 2023
Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory EMNLP 2023
Revisiting the Knowledge Injection Frameworks EMNLP 2023
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models EMNLP 2023
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers EMNLP 2023
Data Similarity is Not Enough to Explain Language Model Performance EMNLP 2023
Deciphering Stereotypes in Pre-Trained Language Models EMNLP 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark EMNLP 2023
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models EMNLP 2023
Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration EMNLP 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP 2023
StereoMap: Quantifying the Awareness of Human-like Stereotypes in Large Language Models EMNLP 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP 2023
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU EMNLP 2023