contextual reasoning

blue at SemEval-2026 Task 5: NarrBERT : Narrative-Aware BERT for Word Sense Disambiguation SemEval 2026 EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 Injecting Context via Situation Working Memory for Logical Reasoning with LLMs ACL 2026 Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026 Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025 CHARPEVAL: Benchmarking Large Language Models’ Contextual Reasoning in Knowledge-Grounded Dialogue ACL 2025 Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025 Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities ACL 2025 Evaluating Cultural Knowledge and Reasoning in LLMs Through Persian Allusions EMNLP 2025 Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection COLING 2025 Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025 Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning ICLR 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 SIFT: Grounding LLM Reasoning in Contexts via Stickers EMNLP 2025 Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts EMNLP 2025 CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024 Consistency Training by Synthetic Question Generation for Conversational Question Answering ACL 2024 In-Context Pretraining: Language Modeling Beyond Document Boundaries ICLR 2024 Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024 ThinkGrasp: A Vision-Language System for Strategic Part Grasping in Clutter CoRL 2024 COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements ACL 2023 Devil's on the Edges: Selective Quad Attention for Scene Graph Generation CVPR 2023 Masked Diffusion Transformer is a Strong Image Synthesizer ICCV 2023 Probing Physical Reasoning with Counter-Commonsense Context ACL 2023 What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023