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"

awesome-LLM-controlled-constrained-generation

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

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

[ACL 2022] Transformers for Input Method Engine

Universal IR Remote Control Solution

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.

This is the official implementation of our ACL 2025 Main paper "Balancing Diversity and Risk in LLM Sampling".

Viterbi decoder with vectorisation written in C++

A MATLAB function library containing encoders, decoders and weight enumerators for Reed-Muller codes.

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

JSfuck and hieroglyphy Decoder and ENCODER

[ACL 2026 Oral] Official PyTorch Implementation of "Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics"

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

Multivariate Temporal Response Function

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

A block real-even Fourier (DCT) image codec that beats JPEG by 15-25%.

An end-to-end solution on how MCQs can be generated using T5 transformer model, word embeddings and decoding strategies

In DSSS with the help of as certain special code we are going to enocoding the data from sender's side and to get the data safely at the receiver end, we have to decode it with the help of special code provided by sender.