Natural Language Processing

Improving Open-Ended Text Generation via Adaptive Decoding ICML 2024 Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization COLING 2024 Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER NAACL 2024 Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition IJCAI 2024 Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction COLING 2024 Improving Referring Ability for Biomedical Language Models EMNLP 2024 Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024 Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024 Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ACL 2024 Improving Socratic Question Generation using Data Augmentation and Preference Optimization NAACL 2024 Improving Speech Recognition with Prompt-based Contextualized ASR and LLM-based Re-predictor Interspeech 2024 Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach EMNLP 2024 Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy EMNLP 2024 Improving Text Embeddings with Large Language Models ACL 2024 Improving the Quality of IWLST 2024 Cascade Offline Speech Translation and Speech-to-Speech Translation via Translation Hypothesis Ensembling with NMT models and Large Language Models ACL 2024 Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024 Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning AAAI 2024 Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024 Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis EACL 2024 Improving Transfer Learning for Early Forecasting of Academic Performance by Contextualizing Language Models NAACL 2024 Improving Transformers with Dynamically Composable Multi-Head Attention ICML 2024 Improving Unsupervised Neural Machine Translation via Training Data Self-Correction COLING 2024 Improving Vietnamese-English Medical Machine Translation COLING 2024 Improving Vision-and-Language Reasoning via Spatial Relations Modeling WACV 2024 Improving Vision-Language Cross-Lingual Transfer with Scheduled Unfreezing ACL 2024