google / spiqa
Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]
☆57Updated 3 months ago
Alternatives and similar repositories for spiqa:
Users that are interested in spiqa are comparing it to the libraries listed below
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆54Updated 2 months ago
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆28Updated 10 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆107Updated 3 weeks ago
- ☆40Updated this week
- MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension☆44Updated 5 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆55Updated 6 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆42Updated 6 months ago
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learning☆94Updated 3 weeks ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆68Updated last year
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆35Updated 2 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆69Updated 5 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 6 months ago
- ☆40Updated 5 months ago
- ☆95Updated last month
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆85Updated last month
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆26Updated last year
- DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems☆32Updated 7 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆90Updated 3 months ago
- Code for "Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free"☆68Updated 6 months ago
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆32Updated last year
- An Easy-to-use Hallucination Detection Framework for LLMs.☆58Updated last year
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆48Updated 4 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆75Updated 4 months ago
- What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆63Updated 2 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- ☆55Updated 6 months ago
- This the implementation of LeCo☆31Updated 3 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆111Updated 9 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆80Updated last month
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆94Updated last year