Natural Language Processing

ARQA: A Benchmark for Grounded Table–Text QA in Enterprise Annual Reports EACL 2026 ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations AAAI 2026 ART: Adaptive Reasoning Trees for Explainable Claim Verification EACL 2026 ART: Attention Replacement Technique to Improve Factuality in LLMs ACL 2026 arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026 A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages EACL 2026 “As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations AAAI 2026 asetclarity at SemEval-2026 Task 6: An Imbalance-Aware RoBERTa Cross-Encoder for Political Response Clarity Classification SemEval 2026 A Shared Geometry of Difficulty in Multilingual Language Models ACL 2026 A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving AAAI 2026 Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation EACL 2026 Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs AAAI 2026 Assessing LLMs for Serendipity Discovery in Knowledge Graphs: A Case for Drug Repurposing AAAI 2026 Assessing the Capabilities of LLMs in Humor: A Multi-dimensional Analysis of Oogiri Generation and Evaluation AAAI 2026 Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models EACL 2026 Assessing Web Search Credibility and Response Groundedness in Chat Assistants EACL 2026 ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 A Structured Clustering Approach for Inducing Media Narratives ACL 2026 A Stylometric and Statistical Pipeline for Urdu AI-Generated Text Classification EACL 2026 A Subword Embedding Approach for Variation Detection in Luxembourgish User Comments EACL 2026 A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ACL 2026 A Survey on LLM-based Conversational User Simulation EACL 2026 A Survey on Multilingual Mental Disorders Detection from Social Media Data EACL 2026 AsymVerify at SemEval-2026 Task 6: Asymmetric Confidence-Gated Verification for Political Evasion Detection SemEval 2026 Asynchronous Temporal Modeling with Two-Agent Framework for Streaming Dense Video Captioning CVPR 2026