Resources & Methods

Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023 LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ Languages EMNLP 2023 Limits for learning with language models ACL 2023 LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution EACL 2023 Lingua Custodia’s Participation at the WMT 2023 Terminology Shared Task EMNLP 2023 Linguistically Motivated Evaluation of the 2023 State-of-the-art Machine Translation: Can ChatGPT Outperform NMT? EMNLP 2023 Lingxi: A Diversity-aware Chinese Modern Poetry Generation System ACL 2023 Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task AACL 2023 LKAU23 at Qur’an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur’an EMNLP 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 LLM-powered Data Augmentation for Enhanced Cross-lingual Performance EMNLP 2023 LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa SemEval 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 Local Byte Fusion for Neural Machine Translation ACL 2023 Localized Symbolic Knowledge Distillation for Visual Commonsense Models NeurIPS 2023