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"

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

awesome-LLM-controlled-constrained-generation

[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

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.

Universal IR Remote Control Solution

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

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

Multivariate Temporal Response Function

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

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.

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.

This little project use a updated vigenere cipher method for crypting text.

JavaScript und Entschlüsselung Webseite

Study Physical Layer Authentication in a Bluetooth channel by implementing an effective decoding algorithm able to classify messages as legitimate or non legitimate

DLISh is a ground level system which facilitates the storage and sharing of information on, and between, blockchains.

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

C implementation of Huffman coding algorithm.

素体上の古典的Goppa符号をピーターソン復号したもの。

This project implements a decoding algorithm using MCMC (Markov Chain Monte Carlo) methods in R. The approach leverages probabilistic sampling to estimate hidden states in a sequence, commonly used in applications like hidden Markov models and Bayesian inference. The code includes data preprocessing, model setup, and result.

Decoding Time Alignment Search

Leverage DoLa decoding by contrasting layers for mitigating hallucination in LLM factual Q&A tasks

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