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Large Language Models

9,067 papers

Papers per year

Papers

Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs EMNLP 2023
Bridging Information-Theoretic and Geometric Compression in Language Models EMNLP 2023
Pre-training Language Models for Comparative Reasoning EMNLP 2023
AutoTrial: Prompting Language Models for Clinical Trial Design EMNLP 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers EMNLP 2023
Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding EMNLP 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023
We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields EMNLP 2023
SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization EMNLP 2023
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation EMNLP 2023
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models EMNLP 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations EMNLP 2023
NameGuess: Column Name Expansion for Tabular Data EMNLP 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification EMNLP 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023
Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023
Aligning Large Language Models through Synthetic Feedback EMNLP 2023
Can We Edit Multimodal Large Language Models? EMNLP 2023
Syllogistic Reasoning for Legal Judgment Analysis EMNLP 2023
SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models EMNLP 2023
Outlier Dimensions Encode Task Specific Knowledge EMNLP 2023
kNN-LM Does Not Improve Open-ended Text Generation EMNLP 2023
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting EMNLP 2023
Connecting degree and polarity: An artificial language learning study EMNLP 2023