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Large Language Models

2678 directly classified papers

Papers per year

Papers

Efficient Data Learning for Open Information Extraction with Pre-trained Language Models EMNLP 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023
Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing EMNLP 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023
Interpreting Answers to Yes-No Questions in User-Generated Content EMNLP 2023
Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023
INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation EMNLP 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023
LANS: Large-scale Arabic News Summarization Corpus EMNLP 2023
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction EMNLP 2023
Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023
NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task EMNLP 2023
Al-Jawaab at Qur’an QA 2023 Shared Task: Exploring Embeddings and GPT Models for Passage Retrieval and Reading Comprehension EMNLP 2023
Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse EMNLP 2023
BLP-2023 Task 2: Sentiment Analysis EMNLP 2023
TongueSwitcher: Fine-Grained Identification of German-English Code-Switching EMNLP 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages EMNLP 2023
Automatic Reflection Generation for Peer-to-Peer Counseling EMNLP 2023
Leveraging Large Language Models for Enhanced Product Descriptions in eCommerce EMNLP 2023
Unveiling Safety Vulnerabilities of Large Language Models EMNLP 2023
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023