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Knowledge

367 directly classified papers

Papers per year

Papers

Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023

MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic EMNLP 2023

Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023

ReadPrompt: A Readable Prompting Method for Reliable Knowledge Probing EMNLP 2023

Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023

Beyond Candidates : Adaptive Dialogue Agent Utilizing Persona and Knowledge EMNLP 2023

Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023

WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment EMNLP 2023

Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023

KeFVP: Knowledge-enhanced Financial Volatility Prediction EMNLP 2023

EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023

Towards Concept-Aware Large Language Models EMNLP 2023

Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023

An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval EMNLP 2023

ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023

A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference NIPS 2023

Learning World Models with Identifiable Factorization NIPS 2023

Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization NIPS 2023

Model Shapley: Equitable Model Valuation with Black-box Access NIPS 2023

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022

RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022

A Unified Encoder-Decoder Framework with Entity Memory EMNLP 2022