YangLinyi / GLUE-XLinks
We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that the OOD accuracy in NLP tasks needs to be paid more attention to since the significant performance decay compared to ID accuracy has been found in all settings.
☆93Updated 2 years ago
Alternatives and similar repositories for GLUE-X
Users that are interested in GLUE-X are comparing it to the libraries listed below
Sorting:
- This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.☆62Updated 10 months ago
- [EMNLP 2024] DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models☆75Updated last month
- Hybrid Latent Reasoning via Reinforcement Learning☆148Updated 2 months ago
- [ACL 2025 main] SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Mode…☆36Updated 2 weeks ago
- ☆103Updated 2 years ago
- [COLING'22] Code for "SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER"☆46Updated 11 months ago
- A Unified Intermediate Representation for Graph Query Languages☆68Updated 2 years ago
- This tool(enhance_long) aims to enhance the LlaMa2 long context extrapolation capability in the lowest-cost approach, preferably without …☆45Updated last year
- ☆48Updated 10 months ago
- An Extensible Framework for Retrieval-Augmented LLM Applications: Learning Relevance Beyond Simple Similarity.☆39Updated 8 months ago
- ☆53Updated this week
- SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL☆190Updated 3 months ago
- A general AI agent framework that can be adapted to various tasks and environments.☆101Updated 6 months ago
- Search and Refine During Think: Autonomous Retrieval‑Augmented Reasoning of LLMs☆94Updated last month
- This repo contains my customised style python based plots for NLP papers, and includes my reproduction for my favourite papers' plots☆39Updated last year
- A curated list of awesome papers related to adversarial attacks and defenses for information retrieval. If I missed any papers, feel free…☆219Updated last year
- Official Implementation of "Pay Attention to What You Need"☆43Updated 6 months ago
- MPLSandbox is an out-of-the-box multi-programming language sandbox designed to provide unified and comprehensive feedback from compiler a…☆178Updated 4 months ago
- Code of Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Ne…☆26Updated last year
- LLM Benchmark for Code☆30Updated last year
- Grimoire is All You Need for Enhancing Large Language Models☆116Updated last year
- ☆45Updated last year
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response☆41Updated 8 months ago
- [ACL'23] Code for "SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recogni…☆40Updated 3 months ago
- Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasonin…☆169Updated 8 months ago
- ☆100Updated 3 weeks ago
- [ACL'25] Code for "Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering"☆20Updated last month
- ☆145Updated 5 months ago
- A Graph Query Language Transpiler☆35Updated last year
- Counterfactual-inference-based Text-classification Debiasing Framework.☆83Updated 4 years ago