Publications

25 results at EMNLP 2025

Classifier-Augmented Generation for Structured Workflow Prediction
- - Thomas Gschwind
  - Shramona Chakraborty
  - et al.
- 2025
- EMNLP 2025
Towards Enforcing Company Policy Adherence in Agentic Workflows
- - Naama Zwerdling
  - David Boaz
  - et al.
- 2025
- EMNLP 2025
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
- - Massimiliano Pronesti
  - Michela Lorandi
  - et al.
- 2025
- EMNLP 2025
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
- - Noy Sternlicht
  - Ariel Gera
  - et al.
- 2025
- EMNLP 2025
Effective Red-Teaming of Policy-Adherent Agents
- - Itay Nakash
  - George Kour
  - et al.
- 2025
- EMNLP 2025
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
- - Changsheng Wang
  - Chongyu Fan
  - et al.
- 2025
- EMNLP 2025
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
- - Shuxin Lin
  - Dhaval Patel
  - et al.
- 2025
- EMNLP 2025
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification
- - Takuma Udagawa
  - Yang Zhao
  - et al.
- 2025
- EMNLP 2025
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering
- - Prerna Agarwal
  - Srikanta Bedathur
- 2025
- EMNLP 2025