Natural Language Processing

Story Morals: Surfacing value-driven narrative schemas using large language models EMNLP 2024 string2string: A Modern Python Library for String-to-String Algorithms ACL 2024 StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024 Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition EMNLP 2024 TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction ACL 2024 Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features EMNLP 2024 TextGT: A Double-View Graph Transformer on Text for Aspect-Based Sentiment Analysis AAAI 2024 Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024 The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases EMNLP 2024 The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective EMNLP 2024 The effects of distance on NPI illusive effects in BERT EMNLP 2024 The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI EMNLP 2024 The Overlooked Repetitive Lengthening Form in Sentiment Analysis EMNLP 2024 Time Matters: An End-to-End Solution for Temporal Claim Verification EMNLP 2024 To Err Is Human, but Llamas Can Learn It Too EMNLP 2024 Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024 Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method EMNLP 2024 Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024 Towards Scalable Bayesian Transformers: Investigating stochastic subset selection for NLP UAI 2024 Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method EMNLP 2024 ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations EMNLP 2024 Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024 ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024 Understanding “Democratization” in NLP and ML Research EMNLP 2024 Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024