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Papers (including subtopics)

Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs ACL 2026 From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026 From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026 From Detection to Explanation: Modeling Fine-Grained Emotional Social Influence Techniques with LLMs and Human Preferences EACL 2026 From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News Detection ACL 2026 From Graphs to Hypergraphs: Enhancing Aspect-Term Sentiment Analysis via Multi-Level Relational Modeling ACL 2026 From Pain to Praise: Aspect-Based Sentiment Analysis for Norwegian Patient Feedback EACL 2026 From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension AAAI 2026 From Pixel to Precision: Enhancing Handwritten Mathematical Expression Recognition with Image-Level Reward CVPR 2026 From Posts to Pressure: An Arabic Dataset about Stress and Mental-Health Monitoring EACL 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding ACL 2026 From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026 From Sparse to Sense-Grounded: Wikipedia Training for Ukrainian Visual-WSD CoNLL 2026 From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom EACL 2026 From TextBlob to LLM Agents: Sentiment Model Selection for B2B Technical Support with CSAT Ground Truth ACL 2026 From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP ACL 2026 GATech at AbjadGenEval Shared Task: Multilingual Embeddings for Arabic Machine-Generated Text Classification EACL 2026 GATech at AbjadMed: Bidirectional Encoders vs. Causal Decoders: Insights from 82-Class Arabic Medical Classification EACL 2026 GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL ACL 2026 G-Cap: A Game Character Caption Generator ACL 2026 Gender and Politeness Perception: A Novel Approach for Exploring Annotations Disagreement EACL 2026 Generating Difficult-to-Translate Texts EACL 2026 Generating Literature-Driven Scientific Theories at Scale ACL 2026 Generating Multi-Aspect Queries for Conversational Search EACL 2026