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Knowledge

367 directly classified papers

Papers per year

Papers

The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning EMNLP 2024

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024

The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024

Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024

Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024

Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024

Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations EMNLP 2024

Generative Models for Automatic Medical Decision Rule Extraction from Text EMNLP 2024

LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024

Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024

Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024

Knowledge Conflicts for LLMs: A Survey EMNLP 2024

Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024

Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024

Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024

Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024

Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024

Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs ACL 2024

To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models EMNLP 2024

Permutation Equivariance of Transformers and Its Applications CVPR 2024

Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024

SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024

Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research ACL 2024

KaPQA: Knowledge-Augmented Product Question-Answering ACL 2024

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024