knowledge grounding

Chronocept: Instilling a Sense of Time in Machines EACL 2026 Know What You See: Grounded localization of product components ACL 2026 SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation EACL 2026 Scaling Human-Centric Trustworthy Foundation Model via Advanced Reasoning and Agentic Frameworks AAAI 2026 Sycophants in the Courtroom: Are LLMs Fragile to Juridical Authority and Evolving Legal Standards? ACL 2026 UR2 : Unify RAG and Reasoning through Reinforcement Learning ACL 2026 Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation ACL 2025 Assessing LLM Reasoning Steps via Principal Knowledge Grounding EMNLP 2025 Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025 Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ACL 2025 Evaluating Evaluation Metrics – The Mirage of Hallucination Detection EMNLP 2025 Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey IJCAI 2025 Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025 LLM-Driven Estimation of Personal Carbon Footprint from Dialogues ACL 2025 Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct Preference Optimization COLING 2025 Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025 Towards Geo-Culturally Grounded LLM Generations ACL 2025 UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025 UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP 2025 Analysis of LLM’s “Spurious” Correct Answers Using Evidence Information of Multi-hop QA Datasets ACL 2024 Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ICLR 2024 EHDChat: A Knowledge-Grounded, Empathy-Enhanced Language Model for Healthcare Interactions EMNLP 2024 GroundHog: Dialogue Generation using Multi-Grained Linguistic Input EACL 2024