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Knowledge

367 directly classified papers

Papers per year

Papers

Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024
LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning EMNLP 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024
Knowledge Conflicts for LLMs: A Survey EMNLP 2024
Epistemology of Language Models: Do Language Models Have Holistic Knowledge? ACL 2024
Generative Models for Automatic Medical Decision Rule Extraction from Text EMNLP 2024
Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024
KaPQA: Knowledge-Augmented Product Question-Answering ACL 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning ACL 2024
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024
Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024
Permutation Equivariance of Transformers and Its Applications CVPR 2024
E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024
LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024
To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models EMNLP 2024
Evaluating Computational Representations of Character: An Austen Character Similarity Benchmark EMNLP 2024
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024
Symbolic Reasoning Methods for AI Planning AAAI 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024