Publications

830 results for Natural Language Processing

How Much Structure Should Agentic Graph Memory Build for Text Retrieval?
- - Satyananda Kashyap
  - Niharika DSouza
  - et al.
- 2026
- VLDB 2026
Workshop paper
Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images
- - Said Gürbüz
  - Ahmed Nassar
  - et al.
- 2026
- ICDAR 2026
Conference paper
Learn more about our Natural Language Processing work
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
Locally Coherent Parallel Decoding in Diffusion Language Models
- - Michael Hersche
  - Nicolas Menet
  - et al.
- 2026
- ICML 2026
Conference paper
CoFrGeNet: Continued Fraction Architectures for Language Generation
- - Amit Dhurandhar
  - Vijil Vijil
  - et al.
- 2026
- ICML 2026
Conference paper
Characterizing Agents in Production
- - Melissa Pan
  - Negar Arabzadeh
  - et al.
- 2026
- ICML 2026
Conference paper
Entropy-Aware On-Policy Distillation of Language Models
- - Woogyeol Jin
  - Taywon Min
  - et al.
- 2026
- ICML 2026
Conference paper
SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs
- - Niccolo Avogaro
  - Nayanika Debnath
  - et al.
- 2026
- ICML 2026
Conference paper
Causal Volterra Dynamics of Mamba
- - Ming-ching Chang
  - Ting Yu Tsai
  - et al.
- 2026
- ICML 2026
Workshop paper