Publications

830 results for Natural Language Processing

Evaluating LLM-based Agents: Foundations, Best Practices and Open Challenges
- - Roy Bar-Haim
  - Arman Cohan
  - et al.
- 2025
- IJCAI 2025
Tutorial
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
- - Subhajit Chaudhury
  - Payel Das
  - et al.
- 2025
- ACL 2025
Conference paper
Multi-Level Explanations for Generative Language Models
- - Lucas Monteiro Paes
  - Dennis Wei
  - et al.
- 2025
- ACL 2025
Conference paper
JuStRank: Benchmarking LLM Judges for System Ranking
- - Ariel Gera
  - Odellia Boni
  - et al.
- 2025
- ACL 2025
Conference paper
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages
- - Mehant Kammakomati
  - Sameer Pimparkhede
  - et al.
- 2025
- ACL 2025
Conference paper
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies
- - Massimiliano Pronesti
  - Joao Bettencourt-Silva
  - et al.
- 2025
- ACL 2025
Conference paper
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
- - Navve Wasserman
  - Roi Pony
  - et al.
- 2025
- ACL 2025
Conference paper
MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems
- - Yannis Katsis
  - Sara Rosenthal
  - et al.
- 2025
- ACL 2025
Conference paper
BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems
- - Ankush Gupta
  - Aniya Aggarwal
  - et al.
- 2025
- ACL 2025
Conference paper
Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Quentin Fournier
  - et al.
- 2025
- ACL 2025
Conference paper