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Causal Inference

3,333 papers

Papers per year

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Papers

Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024
Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models COLING 2024
FORECAST2023: A Forecast and Reasoning Corpus of Argumentation Structures COLING 2024
Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence COLING 2024
Improving Implicit Discourse Relation Recognition with Semantics Confrontation COLING 2024
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis COLING 2024
JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering COLING 2024
JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024
Latent vs Explicit Knowledge Representation: How ChatGPT Answers Questions about Low-Frequency Entities COLING 2024
MAGIC: Multi-Argument Generation with Self-Refinement for Domain Generalization in Automatic Fact-Checking COLING 2024
MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024
Prototype-based Prompt-Instance Interaction with Causal Intervention for Few-shot Event Detection COLING 2024
QA-based Event Start-Points Ordering for Clinical Temporal Relation Annotation COLING 2024
Re-evaluating the Tomes for the Times COLING 2024
Seeing Is Believing! towards Knowledge-Infused Multi-modal Medical Dialogue Generation COLING 2024
Selective Temporal Knowledge Graph Reasoning COLING 2024
Social Convos: Capturing Agendas and Emotions on Social Media COLING 2024
Take Its Essence, Discard Its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect COLING 2024
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding COLING 2024
Time-aware COMET: A Commonsense Knowledge Model with Temporal Knowledge COLING 2024
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models COLING 2024
Visual-Textual Entailment with Quantities Using Model Checking and Knowledge Injection COLING 2024
Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator COLING 2024