Unified Dialogue State Inference

Paper

• This paper was published to TACL: https://direct.mit.edu/tacl/article/doi/10.1162/TACL.a.66/134853
• https://arxiv.org/pdf/2504.18474

Inference

• https://huggingface.co/jdfinch/ssi_dots_lora
• https://huggingface.co/jdfinch/ssi_sgd_lora
• src/dsi/inference.py

DOTS data

• train under data/DOTS/train
• test under data/DOTS/eval_final_corrected

Fine-tuning Experiments

• src/dsi/dsi2.py

Claude Experiments

• src/dsi/llm_baseline_rev.py
• src/dsi/llm_baseline_win.py

TOD Simulation to Generate Data

• src/dot/gen_*