Anni-Zou / DocBench
DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems
☆33Updated 7 months ago
Alternatives and similar repositories for DocBench
Users that are interested in DocBench are comparing it to the libraries listed below
Sorting:
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆114Updated 3 weeks ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 6 months ago
- [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆86Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated 9 months ago
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆26Updated last year
- Code implementation of synthetic continued pretraining☆109Updated 4 months ago
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆56Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆95Updated last week
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆62Updated 6 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆69Updated last year
- ☆30Updated last year
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆49Updated last year
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆85Updated last month
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆119Updated last month
- ☆97Updated this week
- ☆69Updated last year
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆36Updated 4 months ago
- ☆65Updated 2 months ago
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆56Updated 2 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆139Updated 6 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆47Updated 4 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 10 months ago
- Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling☆101Updated 3 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆56Updated 11 months ago
- We have released the code and demo program required for LLM with self-verification☆59Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 8 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆48Updated 10 months ago
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆75Updated 5 months ago