D2PO: Discriminator-Guided DPO with Response Evaluation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Singhal, Prasann, Lambert, Nathan, Niekum, Scott, Goyal, Tanya, Durrett, Greg |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Margin RLHF via Preference over Preferences
by: Chittepu, Yaswanth, et al.
Published: (2025)
by: Chittepu, Yaswanth, et al.
Published: (2025)
A Long Way to Go: Investigating Length Correlations in RLHF
by: Singhal, Prasann, et al.
Published: (2023)
by: Singhal, Prasann, et al.
Published: (2023)
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
by: Sprague, Zayne, et al.
Published: (2024)
by: Sprague, Zayne, et al.
Published: (2024)
Pairwise or Pointwise? Evaluating Feedback Protocols for Bias in LLM-Based Evaluation
by: Tripathi, Tuhina, et al.
Published: (2025)
by: Tripathi, Tuhina, et al.
Published: (2025)
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification
by: Gunjal, Anisha, et al.
Published: (2024)
by: Gunjal, Anisha, et al.
Published: (2024)
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
by: Divekar, Abhishek, et al.
Published: (2024)
by: Divekar, Abhishek, et al.
Published: (2024)
From Distributional to Overton Pluralism: Investigating Large Language Model Alignment
by: Lake, Thom, et al.
Published: (2024)
by: Lake, Thom, et al.
Published: (2024)
Understanding Synthetic Context Extension via Retrieval Heads
by: Zhao, Xinyu, et al.
Published: (2024)
by: Zhao, Xinyu, et al.
Published: (2024)
LoFiT: Localized Fine-tuning on LLM Representations
by: Yin, Fangcong, et al.
Published: (2024)
by: Yin, Fangcong, et al.
Published: (2024)
Assessing Robustness to Spurious Correlations in Post-Training Language Models
by: Shuieh, Julia, et al.
Published: (2025)
by: Shuieh, Julia, et al.
Published: (2025)
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs
by: Rodriguez, Juan Diego, et al.
Published: (2023)
by: Rodriguez, Juan Diego, et al.
Published: (2023)
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
by: Tang, Liyan, et al.
Published: (2024)
by: Tang, Liyan, et al.
Published: (2024)
Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents
by: Ding, Wenxuan, et al.
Published: (2026)
by: Ding, Wenxuan, et al.
Published: (2026)
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization
by: Huang, Chengyu, et al.
Published: (2025)
by: Huang, Chengyu, et al.
Published: (2025)
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
by: Tang, Liyan, et al.
Published: (2025)
by: Tang, Liyan, et al.
Published: (2025)
RankAlign: A Ranking View of the Generator-Validator Gap in Large Language Models
by: Rodriguez, Juan Diego, et al.
Published: (2025)
by: Rodriguez, Juan Diego, et al.
Published: (2025)
SPARTA ALIGNMENT: Collectively Aligning Multiple Language Models through Combat
by: Jiang, Yuru, et al.
Published: (2025)
by: Jiang, Yuru, et al.
Published: (2025)
PrefPO: Pairwise Preference Prompt Optimization
by: Singhal, Rahul, et al.
Published: (2026)
by: Singhal, Rahul, et al.
Published: (2026)
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
by: Ivison, Hamish, et al.
Published: (2024)
by: Ivison, Hamish, et al.
Published: (2024)
EvalAgent: Discovering Implicit Evaluation Criteria from the Web
by: Wadhwa, Manya, et al.
Published: (2025)
by: Wadhwa, Manya, et al.
Published: (2025)
VeriSoftBench: Repository-Scale Formal Verification Benchmarks for Lean
by: Xin, Yutong, et al.
Published: (2026)
by: Xin, Yutong, et al.
Published: (2026)
Learning to Refine with Fine-Grained Natural Language Feedback
by: Wadhwa, Manya, et al.
Published: (2024)
by: Wadhwa, Manya, et al.
Published: (2024)
Using Natural Language Explanations to Rescale Human Judgments
by: Wadhwa, Manya, et al.
Published: (2023)
by: Wadhwa, Manya, et al.
Published: (2023)
PropMEND: Hypernetworks for Knowledge Propagation in LLMs
by: Liu, Zeyu Leo, et al.
Published: (2025)
by: Liu, Zeyu Leo, et al.
Published: (2025)
Complex Claim Verification with Evidence Retrieved in the Wild
by: Chen, Jifan, et al.
Published: (2023)
by: Chen, Jifan, et al.
Published: (2023)
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning
by: Sprague, Zayne, et al.
Published: (2023)
by: Sprague, Zayne, et al.
Published: (2023)
MASH: Modeling Abstention via Selective Help-Seeking
by: Gul, Mustafa Omer, et al.
Published: (2025)
by: Gul, Mustafa Omer, et al.
Published: (2025)
Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding
by: Subbiah, Melanie, et al.
Published: (2025)
by: Subbiah, Melanie, et al.
Published: (2025)
Evaluating Large Language Models at Evaluating Instruction Following
by: Zeng, Zhiyuan, et al.
Published: (2023)
by: Zeng, Zhiyuan, et al.
Published: (2023)
Contrastive Learning to Improve Retrieval for Real-world Fact Checking
by: Sriram, Aniruddh, et al.
Published: (2024)
by: Sriram, Aniruddh, et al.
Published: (2024)
RefreshKV: Updating Small KV Cache During Long-form Generation
by: Xu, Fangyuan, et al.
Published: (2024)
by: Xu, Fangyuan, et al.
Published: (2024)
Which questions should I answer? Salience Prediction of Inquisitive Questions
by: Wu, Yating, et al.
Published: (2024)
by: Wu, Yating, et al.
Published: (2024)
CREATE: Testing LLMs for Associative Creativity
by: Wadhwa, Manya, et al.
Published: (2026)
by: Wadhwa, Manya, et al.
Published: (2026)
RewardBench 2: Advancing Reward Model Evaluation
by: Malik, Saumya, et al.
Published: (2025)
by: Malik, Saumya, et al.
Published: (2025)
Rethinking DPO: The Role of Rejected Responses in Preference Misalignment
by: Cho, Jay Hyeon, et al.
Published: (2025)
by: Cho, Jay Hyeon, et al.
Published: (2025)
ProofWala: A Framework for Multilingual Proof Data Synthesis and Theorem-Proving
by: Thakur, Amitayush, et al.
Published: (2025)
by: Thakur, Amitayush, et al.
Published: (2025)
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates
by: Liu, Zeyu Leo, et al.
Published: (2024)
by: Liu, Zeyu Leo, et al.
Published: (2024)
Learning Composable Chains-of-Thought
by: Yin, Fangcong, et al.
Published: (2025)
by: Yin, Fangcong, et al.
Published: (2025)
LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation
by: Ye, Xi, et al.
Published: (2025)
by: Ye, Xi, et al.
Published: (2025)
Evaluating GRPO and DPO for Faithful Chain-of-Thought Reasoning in LLMs
by: Mohammadi, Hadi, et al.
Published: (2025)
by: Mohammadi, Hadi, et al.
Published: (2025)
Similar Items
-
Adaptive Margin RLHF via Preference over Preferences
by: Chittepu, Yaswanth, et al.
Published: (2025) -
A Long Way to Go: Investigating Length Correlations in RLHF
by: Singhal, Prasann, et al.
Published: (2023) -
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
by: Sprague, Zayne, et al.
Published: (2024) -
Pairwise or Pointwise? Evaluating Feedback Protocols for Bias in LLM-Based Evaluation
by: Tripathi, Tuhina, et al.
Published: (2025) -
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification
by: Gunjal, Anisha, et al.
Published: (2024)