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Papers
NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts
SemEval 2025
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT
SemEval 2025
On Reference (In-)Determinacy in Natural Language Inference
NAACL 2025
Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content
ACL 2025
Refining Attention for Explainable and Noise-Robust Fact-Checking with Transformers
EMNLP 2025
Reflection on Knowledge Graph for Large Language Models Reasoning
ACL 2025
RePanda: Pandas-powered Tabular Verification and Reasoning
ACL 2025
SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection
ACL 2025
SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing
IJCNLP 2025
SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification
ACL 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
NAACL 2025
Table-R1: Inference-Time Scaling for Table Reasoning Tasks
EMNLP 2025
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning
NAACL 2025
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification
ACL 2025
The 2nd Automated Verification of Textual Claims (AVeriTeC) Shared Task: Open-weights, Reproducible and Efficient Systems
ACL 2025
The Missing Parts: Augmenting Fact Verification with Half Truth Detection
EMNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
TSVer: A Benchmark for Fact Verification Against Time-Series Evidence
EMNLP 2025
TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification
SemEval 2025
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output
SemEval 2025
VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA
ACL 2025
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data
NAACL 2025
AMREx: AMR for Explainable Fact Verification
EMNLP 2024
Attribute First, then Generate: Locally-attributable Grounded Text Generation
ACL 2024
Attribute or Abstain: Large Language Models as Long Document Assistants
EMNLP 2024