Natural Language Processing

Can Large Language Models Infer Causal Relationships from Real-World Text? ACL 2026 Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings? EACL 2026 Can LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models AAAI 2026 Can LLMs Identify Tax Abuse? AAAI 2026 Can LLMs Reason Like Doctors? Exploring the Limits of Large Language Models in Complex Medical Reasoning EACL 2026 Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval over haystacks EACL 2026 Can LLMs Translate Italy’s Language Varieties? EACL 2026 Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists EACL 2026 Can Reasoning Help Large Language Models Capture Human Annotator Disagreement? EACL 2026 Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs EACL 2026 Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts ACL 2026 CAPC-CG: A Large-Scale, Expert-Directed LLM-Annotated Corpus of Adaptive Policy Communication in China ACL 2026 CAPID: Context-Aware PII Detection for Question-Answering Systems EACL 2026 CaptionFormer: Unified Segmentation, Tracking, and Captioning for Spatio-Temporal Objects CVPR 2026 Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning CoNLL 2026 Caraman at SemEval-2026 Task 8: Three-Stage Multi-Turn Retrieval with Query Rewriting, Hybrid Search, and Cross-Encoder Reranking SemEval 2026 Cards Against Contamination: TCG-Bench for Difficulty-Scalable Multilingual LLM Reasoning EACL 2026 CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling AAAI 2026 CareerPathKG: Knowledge Graph Integrated Framework for Career Intelligence EACL 2026 Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning AAAI 2026 CascadeMind at SemEval-2026 Task 4: A Hybrid Neuro-Symbolic Cascade for Narrative Similarity SemEval 2026 CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026 CaseFacts: A Benchmark for Legal Fact-Checking and Precedent Retrieval ACL 2026 CASPER in the Machine: Insights into Character Variety in LLM-Generated Stories ACL 2026 CAST: Context-Aware Dynamic Latent Space Transformation for Interactive Text-to-Image Retrieval CVPR 2026