Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"

Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"

[EMNLP 2024 Findings] Official PyTorch Implementation of "Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation"

[ICML 2025] Reward-guided Speculative Decoding (RSD) for efficiency and effectiveness.

A CRC-aided successive cancellation list (SCL) decoding algorithm for polar codes and PAC codes with various code constructions/rate profiles. The list decoding algorithm is an adaptive two stage successive cancellation list (SCL) algorithm. First it tries L=1 and then L=L_max. The performance is the same is list decoding with L_max.

[ACL 2022] Transformers for Input Method Engine

[ICASSP20] A Dialogical Emotion Decoder For Speech Emotion Recognition in Spoken Dialog

Source code for brain data processing and analysis in paper <A controller-peripheral architecture and costly energy principle for learning>

This is a python script which read a file you pass and then convert it to an equivalent encryption algorithm you choose. The program also can decrypt the encrypted file without any mention of algorithm used during encryption.

[ACL findings 2025] "Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models"

This project explains the basics of encoding data and decoding it, as well as transfering it as an audio file