Natural Language Processing

Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024 Analyzing the Dynamics of Climate Change Discourse on Twitter: A New Annotated Corpus and Multi-Aspect Classification COLING 2024 Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models EACL 2024 Analyzing the Performance of Large Language Models on Code Summarization COLING 2024 Analyzing the Role of Semantic Representations in the Era of Large Language Models NAACL 2024 Analyzing the Understanding of Morphologically Complex Words in Large Language Models COLING 2024 An Analysis of BPE Vocabulary Trimming in Neural Machine Translation NAACL 2024 An Analysis of Multilingual FActScore EMNLP 2024 An Analysis of Tokenization: Transformers under Markov Data NeurIPS 2024 An Annotated Dataset for Transformer-based Scholarly Information Extraction and Linguistic Linked Data Generation COLING 2024 An Approach to Co-reference Resolution and Formula Grounding for Mathematical Identifiers Using Large Language Models COLING 2024 An Argument for Symmetric Coordination from Dependency Length Minimization: A Replication Study COLING 2024 A Natural Approach for Synthetic Short-Form Text Analysis COLING 2024 An Audit on the Perspectives and Challenges of Hallucinations in NLP EMNLP 2024 An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction AAAI 2024 Ancient Chinese Sentence Segmentation and Punctuation on Xunzi LLM COLING 2024 Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024 An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification EMNLP 2024 An Effective Span-based Multimodal Named Entity Recognition with Consistent Cross-Modal Alignment COLING 2024 An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding NeurIPS 2024 An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems ICML 2024 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024 An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024 An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CoNLL 2024 An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation ECCV 2024