FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs. - Forrest Sheng Bao; Miaoran Li; Renyi Qu; Ge Luo 002; Erana Wan; Yujia Tang; Weisi Fan; Manveer Singh Tamber; Suleman Kazi; Vivek Sourabh; Mike Qi; Ruixuan Tu; et al. (NAACL (Short Papers), 2025)

MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems. - Nandan Thakur; Suleman Kazi; Ge Luo 002; Jimmy Lin; Amin Ahmad (NAACL (Long Papers), 2025)

Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation. - Manveer Singh Tamber; Suleman Kazi; Vivek Sourabh; Jimmy Lin (CoRR, 2025)

Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards. - Manveer Singh Tamber; Forrest Sheng Bao; Chenyu Xu; Ge Luo 002; Suleman Kazi; Minseok Bae; Miaoran Li; Ofer Mendelevitch; Renyi Qu; Jimmy Lin (CoRR, 2025)

Conventional Contrastive Learning Often Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic Data. - Manveer Singh Tamber; Suleman Kazi; Vivek Sourabh; Jimmy Lin (CoRR, 2025)