Natural Language Processing

Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation EMNLP 2022 Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022 Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models EMNLP 2022 Improving Specificity in Review Response Generation with Data-Driven Data Filtering ACL 2022 Improving Spoken Language Understanding with Cross-Modal Contrastive Learning Interspeech 2022 Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022 Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022 Improving Text Simplification with Factuality Error Detection EMNLP 2022 Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding EMNLP 2022 Improving the Extraction of Supertags for Constituency Parsing with Linear Context-Free Rewriting Systems EMNLP 2022 Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022 Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022 Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022 Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs ACL 2022 Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning COLING 2022 Improving Transformers with Probabilistic Attention Keys ICML 2022 Improving Transformer with an Admixture of Attention Heads NeurIPS 2022 Improving Visual Grounding With Visual-Linguistic Verification and Iterative Reasoning CVPR 2022 Improving Word Translation via Two-Stage Contrastive Learning ACL 2022 Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022 Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022 Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022 Improving Zero-Shot Multilingual Text Generation via Iterative Distillation COLING 2022 Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022 Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022