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contextual reasoning

38 papers

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Co-occurring keywords

large language model (12755) graph neural network (3945) object detection (2759) emotion recognition (657) dialogue understanding (89) benchmark evaluation (1539) semantic segmentation (3179) visual reasoning (479) natural language understanding (845) visual context (70)

Papers

EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026
Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025
Evaluating Cultural Knowledge and Reasoning in LLMs Through Persian Allusions EMNLP 2025
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts EMNLP 2025
Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection COLING 2025
CHARPEVAL: Benchmarking Large Language Models’ Contextual Reasoning in Knowledge-Grounded Dialogue ACL 2025
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities ACL 2025
SIFT: Grounding LLM Reasoning in Contexts via Stickers EMNLP 2025
Consistency Training by Synthetic Question Generation for Conversational Question Answering ACL 2024
Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024
CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 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
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023
Masked Diffusion Transformer is a Strong Image Synthesizer ICCV 2023
Probing Physical Reasoning with Counter-Commonsense Context ACL 2023
DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network IJCAI 2022
From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection WACV 2022
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations ACL 2021
Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021