Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation

Leonid Boytsov, David Akinpelu, Nipun Katyal +5

We tested over 20 Transformer models for ranking long documents (including recent LongP models trained with FlashAttention and RankGPT models "powered" by OpenAI and Anthropic clou…