Natural Language Processing

A RAG Approach for Typological Database Completion EACL 2026 Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation EACL 2026 AraLingBench: A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language Models EACL 2026 AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic EACL 2026 AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia ACL 2026 ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls AAAI 2026 ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs EACL 2026 Archaeology at WE-2026 PARSEME 2.0 Subtask 1 and 2: Parsing is for Encoders, Paraphrasing is for LLMs EACL 2026 ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction AAAI 2026 ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation AAAI 2026 A Reasoning Paradigm for Named Entity Recognition AAAI 2026 Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering ACL 2026 A Regex Minimization Benchmark: A PSPACE-Complete Challenge for Language Models EACL 2026 Are Language Models Any Good at Density Modeling? AAAI 2026 Are Multimodal LLMs Movie Buffs? EACL 2026 A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026 Are Small Language Models the Silver Bullet to Low-Resource Languages Machine Translation? EACL 2026 A Review of Incorporating Psychological Theories in LLMs EACL 2026 Are We on the Right Way to Assess Document Retrieval-Augmented Generation? AAAI 2026 ArgGenBench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models ACL 2026 Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement ACL 2026 Argumentation and Judgement Factors: LLM-based Discovery and Application in Insurance Disputes EACL 2026 Argument Component Segmentation with Fine-Tuned Large Language Models EACL 2026 ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026 A Robust Unlearning Method with Adaptive Knowledge Guidance and Memory Preservation AAAI 2026