libeineu / ODE-TransformerLinks
This is a code repository for the ACL 2022 paper "ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation", which redesigns the Transformer architecture from the ODE perspective via using high-order ODE solvers to enhance the residual connections.
☆35Updated 3 years ago
Alternatives and similar repositories for ODE-Transformer
Users that are interested in ODE-Transformer are comparing it to the libraries listed below
Sorting:
- ☆29Updated 3 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆75Updated last year
- Language modeling via stochastic processes. Oral @ ICLR 2022.☆138Updated 2 years ago
- Crawl & visualize ICLR papers and reviews.☆18Updated 3 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆48Updated 3 years ago
- Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data☆57Updated 4 years ago
- Implementation of QKVAE☆11Updated 2 years ago
- [EMNLP 2023] Once Upon a *Time* in *Graph*: Relative-Time Pretraining for Complex Temporal Reasoning☆17Updated 2 years ago
- ☆98Updated 2 years ago
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆98Updated 2 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆42Updated 4 years ago
- EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation☆41Updated 3 years ago
- Learning to Encode Position for Transformer with Continuous Dynamical Model☆59Updated 5 years ago
- ☆52Updated 2 years ago
- ☆36Updated last year
- Source code of LatentOps☆78Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆30Updated last year
- Efficient Transformers with Dynamic Token Pooling☆66Updated 2 years ago
- ☆46Updated 4 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆105Updated 3 years ago
- Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces☆58Updated 4 years ago
- Interpretable unified language safety checking with large language models☆31Updated 2 years ago
- A probabilitic model for contextual word representation. Accepted to ACL2023 Findings.☆25Updated 2 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated 2 years ago
- Official Repository for CLRCMD (Appear in ACL2022)☆43Updated 2 years ago
- The Multitask Long Document Benchmark☆42Updated 3 years ago
- [EMNLP 2021] MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations☆31Updated 3 years ago
- ☆31Updated 2 years ago
- Princeton NLP's pre-training library based on fairseq with DeepSpeed kernel integration 🚃☆114Updated 3 years ago