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Self-critiquing models for assisting human evaluators

12 June 2022

Papers citing "Self-critiquing models for assisting human evaluators"

50 / 261 papers shown

SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning

156

02 Dec 2025

"Are We Done Yet?": A Vision-Based Judge for Autonomous Task Completion of Computer Use Agents

Marta Sumyk

Oleksandr Kosovan

ELM

154

25 Nov 2025

Feedback Descent: Open-Ended Text Optimization via Pairwise Comparison

Yoonho Lee

Joseph Boen

Chelsea Finn

164

11 Nov 2025

Human-AI Complementarity: A Goal for Amplified Oversight

150

30 Oct 2025

Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning

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172

28 Oct 2025

Agentic Meta-Orchestrator for Multi-task Copilots

Xiaofeng Zhu

Yunshen Zhou

LLMAG

280

26 Oct 2025

Weak-to-Strong Generalization under Distribution Shifts

195

24 Oct 2025

Towards Scalable Oversight with Collaborative Multi-Agent Debate in Error Detection

23 Oct 2025

Budget-aware Test-time Scaling via Discriminative Verification

129

16 Oct 2025

AI Alignment Strategies from a Risk Perspective: Independent Safety Mechanisms or Shared Failures?

Leonard Dung

Florian Mai

125

13 Oct 2025

Follow My Lead: Logical Fallacy Classification with Knowledge-Augmented LLMs

11 Oct 2025

Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling

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174

29 Sep 2025

Multimodal Prompt Decoupling Attack on the Safety Filters in Text-to-Image Models

128

21 Sep 2025

Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories

106

20 Sep 2025

Unsupervised Hallucination Detection by Inspecting Reasoning Processes

105

12 Sep 2025

PromptGuard: An Orchestrated Prompting Framework for Principled Synthetic Text Generation for Vulnerable Populations using LLMs with Enhanced Safety, Fairness, and Controllability

T. Vu

Lam Nguyen

Quynh Dao

128

10 Sep 2025

Reinforcement Learning with Rubric Anchors

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118

18 Aug 2025

Hell or High Water: Evaluating Agentic Recovery from External Failures

157

14 Aug 2025

Towards Theoretical Understanding of Transformer Test-Time Computing: Investigation on In-Context Linear Regression

145

11 Aug 2025

Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction

113

06 Aug 2025

A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models

05 Aug 2025

NPO: Learning Alignment and Meta-Alignment through Structured Human Feedback

Madhava Gaikwad

Ashwini Ramchandra Doke

206

22 Jul 2025

Language Models can perform Single-Utterance Self-Correction of Perturbed Reasoning

195

18 Jun 2025

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier

299

12 Jun 2025

AnimateAnyMesh: A Feed-Forward 4D Foundation Model for Text-Driven Universal Mesh Animation

316

11 Jun 2025

Boosting LLM Reasoning via Spontaneous Self-Correction

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250

07 Jun 2025

ProRefine: Inference-Time Prompt Refinement with Textual Feedback

Deepak Pandita

Tharindu Cyril Weerasooriya

510

05 Jun 2025

APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

240

04 Jun 2025

Token-level Accept or Reject: A Micro Alignment Approach for Large Language ModelsInternational Joint Conference on Artificial Intelligence (IJCAI), 2025

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479

26 May 2025

Generalizable Process Reward Models via Formally Verified Training Data

Ryo Kamoi

Yusen Zhang

Nan Zhang

Sarkar Snigdha Sarathi Das

Rui Zhang

OffRL LRM

285

21 May 2025

Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier

208

17 May 2025

Critique-Guided Distillation for Efficient and Robust Language Model Reasoning

461

16 May 2025

Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards

Xiaobao Wu

LRM

566

05 May 2025

DeepCritic: Deliberate Critique with Large Language Models

284

01 May 2025

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks

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551

26 Apr 2025

Scaling Laws For Scalable Oversight

572

25 Apr 2025

Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators

483

21 Apr 2025

CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization

173

09 Apr 2025

How to evaluate control measures for LLM agents? A trajectory from today to superintelligence

234

07 Apr 2025

Do LLM Evaluators Prefer Themselves for a Reason?

341

04 Apr 2025

Sample, Don't Search: Rethinking Test-Time Alignment for Language Models

Gonçalo Faria

Noah A. Smith

341

04 Apr 2025

Less-to-More Generalization: Unlocking More Controllability by In-Context Generation

346

02 Apr 2025

FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research

313

29 Mar 2025

Firm or Fickle? Evaluating Large Language Models Consistency in Sequential InteractionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

501

28 Mar 2025

^2

: A LLM Based Novel-to-Screenplay Generation Framework with Causal Plot Graphs

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219

19 Mar 2025

RPO: Fine-Tuning Visual Generative Models via Rich Vision-Language Preferences

569

13 Mar 2025

Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity

306

08 Mar 2025

Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

407

27 Feb 2025

CritiQ: Mining Data Quality Criteria from Human PreferencesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

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380

26 Feb 2025

Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt RefinementNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025

386

24 Feb 2025