- Event-Radar: Event-driven Multi-View Learning for Multimodal Fake News Detection
- Multimodal Reasoning with Multimodal Knowledge Graph
- LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP
- Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models
- Exploiting Intrinsic Multilateral Logical Rules for Weakly Supervised Natural Language Video Localization
- Graph Language Models
- Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency
- Evaluating Very Long-Term Conversational Memory of LLM Agents
- InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
- Large Language Models Can Learn Temporal Reasoning
- POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation
- PRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking
- ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
- SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
- Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
- REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation
- DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion
- HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs
- SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution
- Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering
- A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation
- Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting
- Progressively Modality Freezing for Multi-Modal Entity Alignment
- Unlocking the Power of Large Language Models for Entity Alignment
- HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation
- Hypergraph based Understanding for Document Semantic Entity Recognition
- Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing
- S2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis
- MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning
- Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph
- Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions
- ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions
- Hyper-CL: Conditioning Sentence Representations with Hypernetworks
- Identifying while Learning for Document Event Causality Identification
- Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition
- QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction
- Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs
- PITA: Prompting Task Interaction for Argumentation Mining