Natural Language Processing

NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models ACL 2024 NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries EMNLP 2024 Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ACL 2024 NevIR: Negation in Neural Information Retrieval EACL 2024 New Evaluation Methodology for Qualitatively Comparing Classification Models COLING 2024 NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ACL 2024 News Deja Vu: Connecting Past and Present with Semantic Search NAACL 2024 New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark COLING 2024 Newspaper Signaling for Crisis Prediction NAACL 2024 News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024 Newswire: A Large-Scale Structured Database of a Century of Historical News NeurIPS 2024 NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates NeurIPS 2024 NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024 NGLUEni: Benchmarking and Adapting Pretrained Language Models for Nguni Languages COLING 2024 N-gram-Based Preprocessing for Sandhi Reversion in Vedic Sanskrit EMNLP 2024 NICE: To Optimize In-Context Examples or Not? ACL 2024 nicolay-r at SemEval-2024 Task 3: Using Flan-T5 for Reasoning Emotion Cause in Conversations with Chain-of-Thought on Emotion States SemEval 2024 NICT’s Cascaded and End-To-End Speech Translation Systems using Whisper and IndicTrans2 for the Indic Task ACL 2024 NIMZ at SemEval-2024 Task 9: Evaluating Methods in Solving Brainteasers Defying Commonsense SemEval 2024 NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries EACL 2024 NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian EMNLP 2024 NLIP-Lab-IITH Multilingual MT System for WAT24 MT Shared Task EMNLP 2024 NLP at UC Santa Cruz at SemEval-2024 Task 5: Legal Answer Validation using Few-Shot Multi-Choice QA SemEval 2024 NLPColab at FigNews 2024 Shared Task: Challenges in Bias and Propaganda Annotation for News Media ACL 2024 NLPDame at ClimateActivism 2024: Mistral Sequence Classification with PEFT for Hate Speech, Targets and Stance Event Detection EACL 2024