Large Language Models

A Survey on In-context Learning EMNLP 2024 A Survey on Open Information Extraction from Rule-based Model to Large Language Model EMNLP 2024 A Survival Guide for Iranian Women Prescribed by Iranian Women: Participatory AI to Investigate Intimate Partner Physical Violence in Iran IJCAI 2024 A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences EMNLP 2024 A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP 2024 A Theoretical Understanding of Self-Correction through In-context Alignment NeurIPS 2024 A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor Reasoning NAACL 2024 A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages NAACL 2024 A Trip Towards Fairness: Bias and De-Biasing in Large Language Models NAACL 2024 At Which Training Stage Does Code Data Help LLMs Reasoning? ICLR 2024 A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024 AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs NAACL 2024 Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024 A Unified Generative Framework for Bilingual Euphemism Detection and Identification ACL 2024 A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024 AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024 Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024 AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ACL 2024 Autoformalizing Euclidean Geometry ICML 2024 AutoGPT+P: Affordance-based Task Planning using Large Language Models RSS 2024 AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning NAACL 2024 Automated Emotion Annotation of Finnish Parliamentary Speeches Using GPT-4 COLING 2024 Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024 Automated test generation to evaluate tool-augmented LLMs as conversational AI agents EMNLP 2024 Automatic Annotation Elaboration as Feedback to Sign Language Learners EACL 2024