Natural Language Processing

Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning ICML 2024 Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models EMNLP 2024 Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion EACL 2024 Improving Covert Toxicity Detection by Retrieving and Generating References NAACL 2024 Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach EACL 2024 Improving Cross-lingual Transfer with Contrastive Negative Learning and Self-training COLING 2024 Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL EMNLP 2024 Improving Dialog Safety using Socially Aware Contrastive Learning EACL 2024 Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning EMNLP 2024 Improving Event Definition Following For Zero-Shot Event Detection ACL 2024 Improving Evidence Retrieval on Claim Verification Pipeline through Question Enrichment EMNLP 2024 Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024 Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo NAACL 2024 Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024 Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024 Improving Factuality and Reasoning in Language Models through Multiagent Debate ICML 2024 Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-training NAACL 2024 Improving Faithfulness in Abstractive Text Summarization with EDUs Using BART (Student Abstract) AAAI 2024 Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency COLING 2024 Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model EMNLP 2024 Improving Generalization in Semantic Parsing by Increasing Natural Language Variation EACL 2024 Improving Gloss-free Sign Language Translation by Reducing Representation Density NeurIPS 2024 Improving Grammatical Error Correction by Correction Acceptability Discrimination COLING 2024 Improving Grammatical Error Correction via Contextual Data Augmentation ACL 2024 Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback EACL 2024