Natural Language Processing

Implicit Representations of Grammaticality in Language Models ACL 2026 Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language Models EACL 2026 Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026 Improving Hate Speech Detection by Fusing Textual and User Interaction Representations in Online Communities ACL 2026 Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs AAAI 2026 Improving Indigenous Language Machine Translation with Synthetic Data and Language-Specific Preprocessing EACL 2026 Improving LLM Domain Certification with Pretrained Guide Models EACL 2026 Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization AAAI 2026 Improving Long-Context Translation via Self-Supervised Dual Learning ACL 2026 Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study AAAI 2026 Improving on State-of-the-Art Models for Sentiment Analysis on Saudi-English Code-Switching Text EACL 2026 Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization ACL 2026 Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering EACL 2026 Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation AAAI 2026 Improving the Accuracy of Dense Retrieval on the Quantized Indexes via Gradient Optimization of the Target Embeddings AAAI 2026 Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection EACL 2026 Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ACL 2026 Incoherence as Oracle-less Measure of Error in LLM-Based Code Generation AAAI 2026 Incomplete In-context Learning ACL 2026 Incorporating Multiword Expressions in Galician Neural Machine Translation: Compositionality, Efficiency, and Performance EACL 2026 Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026 Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution ACL 2026 Incorporating Token Importance in Multi-Vector Retrieval AAAI 2026 In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis ACL 2026 Index-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-Tuning ACL 2026