Natural Language Processing

Compress-then-Rank: Faster and Better Listwise Reranking with Large Language Models via Ranking-Aware Passage Compression AAAI 2026 CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables ACL 2026 Computational Benchmarks for Egyptian Arabic Child Directed Speech EACL 2026 ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models AAAI 2026 Confidence as a Tie-Breaker: Reassessing Multilingual Hedging Bias in LLM-as-a-Judge Evaluation ACL 2026 Confidence Estimation for Text-to-SQL in Large Language Models AAAI 2026 Confidence Should Be Calibrated More Than One Turn Deep ACL 2026 ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 ConLID: Supervised Contrastive Learning for Low-Resource Language Identification EACL 2026 ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization EACL 2026 Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026 Consensus-Driven Multi-Agent Cognitive Reasoning for Enhancing the Emotional Intelligence of Large Language Models AAAI 2026 Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR CVPR 2026 Constraint-Augmented Mongolian-Chinese Neural Machine Translation Based on Dynamic Feedback Alignment (Student Abstract) AAAI 2026 Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels EACL 2026 Constructing a Japanese Rap Lyric Generation Model with GRPO ACL 2026 Constructing a Japanese Verdict Prediction Dataset for Fact-Checking of LLM-Generated Texts ACL 2026 contestant001 at SemEval-2026 Task 13 Stylometric and TF-IDF-Based Detection of Machine-Generated Code SemEval 2026 ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 Context Selection and Rewriting for Video-based Educational Question Generation AAAI 2026 Contextual Diversity Measure (CDM) for Controllable Story Generation in Large Language Models ACL 2026 Contextual morphologically-guided tokenization for Latin encoder models EACL 2026 Contextual Relevance and Adaptive Sampling for LLM-Based Document Reranking ACL 2026 Context Volume Drives Performance: Tackling Domain Shift in Extremely Low-Resource Translation via RAG EACL 2026 Continual-learning for Modelling Low-Resource Languages from Large Language Models EACL 2026