Publications

838 results for Natural Language Processing

ASTER: Agentic Text-to-SPARQL with Task Skills, Autonomous Exploration, and Refinement
- - Nandana Mihindukulasooriya
  - Niharika DSouza
  - et al.
- 2026
- ISWC 2026
Demo paper
When Should We Build the Graph? An Amortized Pareto View of Demand-Driven Knowledge Graph Construction
- - Niharika DSouza
  - Satyananda Kashyap
  - et al.
- 2026
- ISWC 2026
Workshop paper
Learn more about our Natural Language Processing work
From Plan to Action: How Well Do Agents Follow the Plan?
- - Shuyang Liu
  - Saman Dehghan
  - et al.
- 2026
- ASE 2026
Conference paper
DRBENCHER: Can Your Agent Identify the Entity, Retrieve Its Properties and Do the Math?
- - Young-Suk Lee
  - Ramón Fernandez Astudillo
  - et al.
- 2026
- COLM 2026
Conference paper
Parameter-Efficient Adaptation of Speech-Aware LLMs for Timestamp Prediction
- - Vishal Sunder
  - Samuel Thomas
  - et al.
- 2026
- INTERSPEECH 2026
Conference paper
How Much Structure Should Agentic Graph Memory Build for Text Retrieval?
- - Satyananda Kashyap
  - Niharika DSouza
  - et al.
- 2026
- VLDB 2026
Workshop paper
Efficient Context Retrieval for Data-Centric Agents over Heterogeneous Sources
- - Robin Oester
  - Andrea Giovannini
- 2026
- VLDB 2026
Workshop
Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images
- - Said Gürbüz
  - Ahmed Nassar
  - et al.
- 2026
- ICDAR 2026
Conference paper
In-Context Reinforcement Learning via Communicative World Models
- - Fernando Martinez
  - Tao Li
  - et al.
- 2026
- IJCAI 2026
Conference paper
SemStruct: Contextualizing Semantic Embeddings with Structural Information for Schema Matching
- - Inwon Kang
  - Kavitha Srinivas
  - et al.
- 2026
- KDD 2026
Conference paper