Classifier-Augmented Generation for Structured Workflow PredictionThomas GschwindShramona Chakrabortyet al.2025EMNLP 2025
Towards Enforcing Company Policy Adherence in Agentic WorkflowsNaama ZwerdlingDavid Boazet al.2025EMNLP 2025
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric ReasoningMassimiliano PronestiMichela Lorandiet al.2025EMNLP 2025
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question DecompositionKiran PradeepKirushikesh D Bet al.2025EMNLP 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher TaskVashu ChauhanShobhit Rajet al.2025EMNLP 2025
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute AlignmenShramona ChakrabortyShashank Mujumdaret al.2025EMNLP 2025
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API CallsKinjal BasuIbrahim Abdelazizet al.2025EMNLP 2025
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech EvaluationNoy SternlichtAriel Geraet al.2025EMNLP 2025
Declarative Techniques for NL Queries over Heterogeneous DataElham KhabiriJeff Kephartet al.2025EMNLP 2025