Natural Language Processing

ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting COLING 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025 A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models AACL 2025 A Benchmark for Hindi Verb-Argument Structure Alternations EMNLP 2025 A Benchmark for Semantic Sensitive Information in LLMs Outputs ICLR 2025 A Benchmark for Translations Across Styles and Language Variants EMNLP 2025 AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ACL 2025 Ability Transfer Through Language Mixing IJCNLP 2025 A Bit of This, a Bit of That: Building a Genre and Topic Annotated Dataset of Historical Newspaper Articles with Soft Labels and Confidence Scores NAACL 2025 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 A Brief Overview of the First Workshop on Challenges in Processing South Asian Languages (CHiPSAL) COLING 2025 Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025 A Budget Recipe for Finetuning a Long-form Legal Summarization Model AACL 2025 A Career Interview Dialogue System using Large Language Model-based Dynamic Slot Generation COLING 2025 A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs ACL 2025 Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025 Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection ICLR 2025 Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CoNLL 2025 Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies ICML 2025 Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025