Natural Language Processing

LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning AAAI 2026 Logic-Level Evaluation of Logical Table-to-Text Generation CoNLL 2026 LogSigma at SemEval-2026 Task 3: Uncertainty-Weighted Multitask Learning for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026 Long-Context Long-Form Question Answering for Legal Domain EACL 2026 LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026 Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning AAAI 2026 Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding EACL 2026 Looking at Radiology Report Generation through a Causal Lens: A Survey ACL 2026 LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation AAAI 2026 looploop at SemEval-2026 Task 3: A Dimensional Aspect-Based Sentiment System with DeBERTa Regression and Qwen3 Instruction Fine-Tuning SemEval 2026 LoRAD: Low-Resource AI-Generated Text Detection with XLM-RoBERTa EACL 2026 LoResMT 2026 Shared Task System Description EACL 2026 Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs ACL 2026 Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection EACL 2026 Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction EACL 2026 Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text ACL 2026 Lost in Translation, and Found: Detecting and Interpreting Translation Effects ACL 2026 Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning AAAI 2026 LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning AAAI 2026 LST at MWE-2026 AdMIRe 2: Advancing Multimodal Idiomaticity Representation EACL 2026 Luring as a Proxy: Evaluating Corpus Transferability for Cybergrooming Detection ACL 2026 Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer EACL 2026 LuxDiagRC: A Diagnostic Reading Comprehension Corpus for Luxembourgish with Linguistic and Cognitive Annotation Layers EACL 2026 M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ACL 2026