Projects in Awesome Lists by tech-srl
A curated list of projects in awesome lists by tech-srl .
https://github.com/tech-srl/code2vec
TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"
code code2vec distributed learning of representations technion
Last synced: 16 May 2025
https://github.com/tech-srl/code2seq
Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"
code code2seq from generating iclr2019 of representations sequences structured
Last synced: 12 Apr 2025
https://github.com/tech-srl/how_attentive_are_gats
Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)
are attention attentive gat gatv2 graph graph-attention-networks graph-neural-networks how networks pytorch
Last synced: 05 Apr 2025
https://github.com/tech-srl/rasp
An interpreter for RASP as described in the ICML 2021 paper "Thinking Like Transformers"
Last synced: 06 Apr 2025
https://github.com/tech-srl/nero
Code and resources for the paper: "Neural Reverse Engineering of Stripped Binaries using Augmented Control Flow Graphs"
Last synced: 20 Dec 2024
https://github.com/tech-srl/bottleneck
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
bottleneck gnns graph networks neural of on over-squashing oversquashing the
Last synced: 14 Apr 2025
https://github.com/tech-srl/slm-code-generation
TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)
anycodegen code codegen icml2020 language models source structural
Last synced: 14 Apr 2025
https://github.com/tech-srl/lstar_extraction
implementation of ICML 2018 paper, Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples
Last synced: 14 Apr 2025
https://github.com/tech-srl/layer_norm_expressivity_role
Code for the paper "On the Expressivity Role of LayerNorm in Transformers' Attention" (Findings of ACL'2023)
attention layer-normalization layernorm transformers
Last synced: 14 Apr 2025
https://github.com/tech-srl/c3po
Code for the paper "A Structural Model for Contextual Code Changes"
c3po editcompletions programming-language
Last synced: 14 Apr 2025
https://github.com/tech-srl/weighted_lstar
implementation for "learning weighted deterministic automata from queries and counterexamples", neurips 2019
Last synced: 14 Apr 2025
https://github.com/tech-srl/adversarial-examples
Code for the paper: "Adversarial Examples for Models of Code"
Last synced: 14 Apr 2025
https://github.com/tech-srl/rasp-exps
Code for running the transformers in the ICML 2021 paper "Thinking Like Transformers"
Last synced: 14 Apr 2025
https://github.com/tech-srl/counting_dimensions
demonstration for our ACL 2018 paper, "On the Practical Computational Power of Finite Precision RNNs for Language Recognition"
Last synced: 14 Apr 2025
https://github.com/tech-srl/rnn_to_prs_cfg
Implementation of TACAS 2021 paper, "Extrapolating CFGs from RNNs"
Last synced: 14 Apr 2025
https://github.com/tech-srl/pldi-utils
hacks and scripts that are useful for chairing PLDI
Last synced: 20 Feb 2025