Natural Language Processing

Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026 Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search ACL 2026 Adaptive Prompt Structure Factorization: A Framework for Self-Discovering and Optimizing Compositional Prompt Programs ACL 2026 Adaptive Text2GQL: Integrating Structural Twig Linking and Evolutionary In-Context Learning ACL 2026 AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification AAAI 2026 A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM𝛥 Integration into Upcycled MoE ACL 2026 A Dataset for Oral Reading in Young English Readers CoNLL 2026 A Deployed Investigative AI Search Engine for Combating Human Trafficking at Web Scale AAAI 2026 A Dialogue-Based Learning Analytics Framework for Collaborative Game-Based Learning AAAI 2026 A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026 Advancing African NLP: UDMorph and flexiPipe EACL 2026 Advancing Multimodal LLMs by Large-Scale 3D Visual Instruction Dataset Generation WACV 2026 Adversarial Decoding: Generating Readable Documents for Adversarial Objectives EACL 2026 Adversarial Metric Learning for Fine-Grained Emotion Classification ACL 2026 A Dynamic Self-Evolving Extraction System ACL 2026 AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue AAAI 2026 A Fine-Grained Linguistic Evaluation of Low-Resource Luxembourgish–English MT EACL 2026 AFourP at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 A framework for analyzing concept representations in neural models CoNLL 2026 AfriMMT-EA: Multi-domain Machine Translation for Low-Resource East African Languages EACL 2026 AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African Languages EACL 2026 AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages ACL 2026 AfriVox: Probing Multilingual and Accent Robustness of Speech LLMs EACL 2026 AGAI at SemEval-2026 Task 10: Enhancing Conspiracy Detection via Instruction-tuned LLMs SemEval 2026 A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks AAAI 2026