Natural Language Understanding

From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 GARI: Graph Attention for Relative Isomorphism of Arabic Word Embeddings EMNLP 2023 GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation ACL 2023 GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective ACL 2023 GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP EMNLP 2023 HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis EMNLP 2023 HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 2023 How Well Apply Simple MLP to Incomplete Utterance Rewriting? ACL 2023 IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023 Improving Interpretability via Explicit Word Interaction Graph Layer AAAI 2023 Incomplete Utterance Rewriting as Sequential Greedy Tagging ACL 2023 In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023 InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations EMNLP 2023 Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023 KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023 KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations ACL 2023 KSAA-RD Shared Task: Arabic Reverse Dictionary EMNLP 2023 Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023 Learning Event-aware Measures for Event Coreference Resolution ACL 2023 LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models NeurIPS 2023 Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023 Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective EMNLP 2023 LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models ACL 2023 Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding EMNLP 2023 MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling ACL 2023