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Knowledge

382 papers

Papers per year

2
34
68
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'20
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Papers

Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024
Knowledge Conflicts for LLMs: A Survey EMNLP 2024
Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024
Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning EMNLP 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations EMNLP 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play EMNLP 2024
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization? EMNLP 2024
Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024
LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning EMNLP 2024
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code EMNLP 2024
Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024
Knowledge-based Consistency Testing of Large Language Models EMNLP 2024
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024
Dense Passage Retrieval: Is it Retrieving? EMNLP 2024
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks EMNLP 2024