Publications

697 results for Natural Language Processing

ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages
- - Mehant Kammakomati
  - Sameer Pimparkhede
  - et al.
- 2025
- ACL 2025
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2025
- ICML 2025
Learn more about our Natural Language Processing work
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- - Rickard Gabrielsson
  - Jiacheng Zhu
  - et al.
- 2025
- ICML 2025
Unraveling Cocaine and Heroin Addiction Patterns: A Robust LLM Approach Using iRISA Elements to Analyze Short and Spontaneous Speech Samples
- - Carla Agurto Rios
  - Bo Wen
  - et al.
- 2025
- ICDH 2025
Aligning foundation models on encoded synthetic omic data for patient stratification
- - Nikita Janakarajan
  - Antonio Foncubierta
  - et al.
- 2025
- ICDH 2025
Voice-based AI Agents: Filling the Economic Gaps in Digital Health Delivery
- - Bo Wen
  - Chen Wang
  - et al.
- 2025
- ICDH 2025
DiReC: Enhancing VHDL Code Generation and Summarization with Divide-Retrieve-Conquer Strategy
- - Prashanth Vijayaraghavan
  - Apoorva Nitsure
  - et al.
- 2025
- DAC 2025
LogAn: An LLM-Based Log Analytics Tool with Causal Inferencing
- - Pranjal Gupta
  - Karan Bhukar
  - et al.
- 2025
- ICPE 2025
CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
- - Akella Ashlesha
  - Abhijit Manatkar
  - et al.
- 2025
- NAACL 2025
MILU: A Multi-task Indic Language Understanding Benchmark
- - Sshubam Verma
  - Mohammed Safi Ur Rahman
  - et al.
- 2025
- NAACL 2025