Natural Language Understanding

PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data EMNLP 2024 PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024 Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning EMNLP 2024 POP-CEE: Position-oriented Prompt-tuning Model for Causal Emotion Entailment ACL 2024 Predicate Sense Disambiguation for UMR Annotation of Latin: Challenges and Insights ACL 2024 Predicting generalization performance with correctness discriminators EMNLP 2024 PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024 Rationales for Answers to Simple Math Word Problems Confuse Large Language Models ACL 2024 Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024 RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NeurIPS 2024 RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024 RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs EMNLP 2024 See Say and Segment: Teaching LMMs to Overcome False Premises CVPR 2024 Simpson’s Paradox and the Accuracy-Fluency Tradeoff in Translation ACL 2024 Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024 Temporal Validity Change Prediction ACL 2024 The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024 The Zeno’s Paradox of ‘Low-Resource’ Languages EMNLP 2024 Topic-Aware Causal Intervention for Counterfactual Detection EMNLP 2024 Towards Aligning Language Models with Textual Feedback EMNLP 2024 Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024 Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024 Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? EMNLP 2024 Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024 Unsupervised Parsing by Searching for Frequent Word Sequences among Sentences with Equivalent Predicate-Argument Structures ACL 2024