Large Language Models

Lexical Semantics with Large Language Models: A Case Study of English “break” EACL 2023 Lexinvariant Language Models NeurIPS 2023 LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain EMNLP 2023 LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles ACL 2023 Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023 Limits for learning with language models ACL 2023 Linguistically Motivated Evaluation of the 2023 State-of-the-art Machine Translation: Can ChatGPT Outperform NMT? EMNLP 2023 Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task AACL 2023 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NeurIPS 2023 LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023 LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion ACL 2023 LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023 LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models ACL 2023 LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis EMNLP 2023 LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023 LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models ICCV 2023 LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases EMNLP 2023 LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023 LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023 LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023 Localized Symbolic Knowledge Distillation for Visual Commonsense Models NeurIPS 2023 Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023 LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023 Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023 LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023