Natural Language Processing

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning EACL 2024 Efficiently Distilling LLMs for Edge Applications NAACL 2024 Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024 Efficient Medical Question Answering with Knowledge-Augmented Question Generation NAACL 2024 Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NeurIPS 2024 Efficient multi-prompt evaluation of LLMs NeurIPS 2024 Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning EMNLP 2024 Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024 Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation EMNLP 2024 Efficient Prompt Optimization Through the Lens of Best Arm Identification NeurIPS 2024 EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024 Efficient SQA from Long Audio Contexts: A Policy-driven Approach Interspeech 2024 Efficient Streaming Language Models with Attention Sinks ICLR 2024 Efficient Technical Term Translation: A Knowledge Distillation Approach for Parenthetical Terminology Translation EMNLP 2024 Efficient Terminology Integration for LLM-based Translation in Specialized Domains EMNLP 2024 Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models AAAI 2024 Efficient Tuning and Inference for Large Language Models on Textual Graphs IJCAI 2024 Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024 EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NeurIPS 2024 EFSA: Towards Event-Level Financial Sentiment Analysis ACL 2024 EHDChat: A Knowledge-Grounded, Empathy-Enhanced Language Model for Healthcare Interactions EMNLP 2024 e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models ACL 2024 EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries NeurIPS 2024