KhatianDoc: A Human-Verified Benchmark Diagnosing Multimodal LLM Failure on Bengali Legal Land Records

arXiv:2609.03597 · cs.CL · Submitted 2026-09-03 · Read on arXiv

cs.CL

Submitted: 2026-09-03

Updated: 2026-09-03

Comments: 12 pages, 5 figures, 11 tables, NLLP Workshop @ EMNLP 2026. Dataset: https://huggingface.co/datasets/RaiyanKhaan/KhatianDoc

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Benchmark — 25× in this paper · explained in 2 episodes
Core — 2× in this paper · explained in 2 episodes
In International Conference on Learning Representations — 2× in this paper
Multi-hop Reasoning — 2× in this paper · explained in 3 episodes
Adaptation — 1× in this paper · explained in 1 episode
Cross-lingual Transfer — 1× in this paper · explained in 2 episodes
Data Provenance — 1× in this paper · explained in 2 episodes
Differentially Private — 1× in this paper · explained in 3 episodes
Failure Taxonomy — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Foundation Models — 1× in this paper · explained in 7 episodes
Provenance — 1× in this paper · explained in 3 episodes
Revisional Survey — 1× in this paper
Trace — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes
Verifier — 1× in this paper · explained in 2 episodes

Sources

Training Verifiers to Solve Math Word Problems

Related papers