Natural Language Processing

A Tale of Two Scripts: Transliteration and Post-Correction for Judeo-Arabic EACL 2026 A Text-Routed Sparse Mixture-of-Experts Model with Explanation and Temporal Alignment for Multi-Modal Sentiment Analysis AAAI 2026 ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction ACL 2026 A Theoretically Grounded Approach to Summarizing Conversation Dynamics for Forecasting the Derailment of Online Conversations ACL 2026 ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs EACL 2026 A Transformer and Prototype-based Interpretable Model for Contextual Sarcasm Detection EACL 2026 Attention as Selector: Unlocking VLM Attention for Long Document Page Retrieval ACL 2026 Attribute-Controlled Translation with Preference Optimization EACL 2026 Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models ACL 2026 Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation AAAI 2026 A Unified Turkic Idiom Understanding Benchmark: Idiom Detection and Semantic Retrieval Across Five Turkic Languages EACL 2026 Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review ACL 2026 Authorship Attribution in Multilingual Machine-Generated Texts ACL 2026 Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation AAAI 2026 AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation EACL 2026 AutoChecklist: Composable Pipelines for Checklist Generation and Scoring with LLM-as-a-Judge ACL 2026 AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis ACL 2026 Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools AAAI 2026 Automated Creativity Evaluation of Language Models Across Open-Ended Tasks ACL 2026 Automated Human Strategic Behavior Modeling via Large Language Models AAAI 2026 Automated Quality Control for Language Documentation: Detecting Phonotactic Inconsistencies in a Kokborok Wordlist EACL 2026 Automated Screening of Antibacterial Nanoparticle Literature: Dataset Curation and Model Evaluation EACL 2026 Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs ACL 2026 Automatic Correction of Writing Anomalies in Hausa Texts ACL 2026 Automatic Generation of a Compositional QA Benchmark for Geospatial Reasoning under Spatial and Entity Constraints EACL 2026