GD
Greg Durrett
cs.CLcs.AIcs.LGcs.PLcs.SEcs.CVcs.LOcs.NEastro-ph.IMcs.CC
On Valency
published · living versionsW_xnwpaqt6·v1 · currentpublished
W_5yrdmwj8·v1published
Preprints & journals
132 papers in the corpus · 2010–2026Self-Credit: Credit Assignment for Long-Horizon Agentic RL via Intra-group Rescaling2610.28388v1 · Fangcong Yin, Ming Yin, Tanvi Bhandarkar et al.2026 · 0 citationsarXivon Valency
Harness-Delta Attribution: Dissecting Gains From Harness Evolution2610.22466v1 · Wenxuan Ding, Qin Lu, Changlong Yu et al.2026 · 0 citationsarXiv
Visually Grounded Self-Reflection for Vision-Language Models via Reinforcement Learning2607.02490v1 · Liyan Tang, Fangcong Yin, Greg Durrett2026 · 0 citationsarXiv
Improving LLMs via Validator-to-Generator Alignment2607.02668v1 · Juan Diego Rodriguez, Jocelyn Zhang, Katrin Erk et al.2026 · 0 citationsarXiv
Randomized YaRN Improves Length Generalization for Long-Context Reasoning2606.23687v3 · Manas Mehta, Fangcong Yin, Greg Durrett2026 · 0 citationsarXiv
GENIE: A Fine-Grained Measure for Novelty2606.12790v2 · Ramya Namuduri, Manya Wadhwa, Anshun Asher Zheng et al.2026 · 0 citationsarXiv
VESTA: Visual Exploration with Statistical Tool Agents2606.00384v2 · William Rudman, Abhishek Divekar, Kanishk Jain et al.2026 · 0 citationsarXiv
Detecting and Suppressing Reward Hacking with Gradient Fingerprints2604.16242v2 · Songtao Wang, Quang Hieu Pham, Fangcong Yin et al.2026 · 0 citationsarXiv
CREATE: Testing LLMs for Associative Creativity2603.09970v2 · Manya Wadhwa, Tiasa Singha Roy, Harvey Lederman et al.2026 · 0 citationsarXiv
VeriSoftBench: Repository-Scale Formal Verification Benchmarks for Lean2602.18307v2 · Yutong Xin, Qiaochu Chen, Greg Durrett et al.2026 · 0 citationsarXiv
Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents2602.16699v3 · Wenxuan Ding, Nicholas Tomlin, Greg Durrett2026 · 0 citationsarXiv
SkillFactory: Self-Distillation For Learning Cognitive Behaviors2512.04072v2 · Zayne Sprague, Jack Lu, Manya Wadhwa et al.2025 · 0 citationsarXiv
EvalAgent: Discovering Implicit Evaluation Criteria from the Web.42765096 · Wadhwa, Manya, Sprague, Zayne, Malaviya, Chaitanya et al.2026 · 0 citations... Conference on Language Modeling. 2025;2025
Adaptive Margin RLHF via Preference over Preferences2509.22851v4 · Yaswanth Chittepu, Prasann Singhal, Greg Durrett et al.2025 · 0 citationsarXiv
Report on NSF Workshop on Science of Safe AI2506.22492v1 · Rajeev Alur, Greg Durrett, Hadas Kress-Gazit et al.2025 · 0 citationsarXiv
PropMEND: Hypernetworks for Knowledge Propagation in LLMs2506.08920v1 · Zeyu Leo Liu, Greg Durrett, Eunsol Choi2025 · 0 citationsarXiv
Causal Graph based Event Reasoning using Semantic Relation Experts2506.06910v1 · Mahnaz Koupaee, Xueying Bai, Mudan Chen et al.2025 · 0 citationsarXiv
SPARTA ALIGNMENT: Collectively Aligning Multiple Language Models through Combat2506.04721v3 · Yuru Jiang, Wenxuan Ding, Shangbin Feng et al.2025 · 0 citationsarXiv
OpenThoughts: Data Recipes for Reasoning Models2506.04178v2 · Etash Guha, Ryan Marten, Sedrick Keh et al.2025 · 1 citationarXiv
Learning Composable Chains-of-Thought2505.22635v2 · Fangcong Yin, Zeyu Leo Liu, Liu Leqi et al.2025 · 0 citationsarXiv
AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy2505.20538v4 · Sebastian Antony Joseph, Syed Murtaza Husain, Stella S. R. Offner et al.2025 · 1 citationarXiv
CLEVER: A Curated Benchmark for Formally Verified Code Generation2505.13938v4 · Amitayush Thakur, Jasper Lee, George Tsoukalas et al.2025 · 0 citationsarXiv
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models2505.13444v3 · Liyan Tang, Grace Kim, Xinyu Zhao et al.2025 · 4 citationsarXiv
CRUST-Bench: A Comprehensive Benchmark for C-to-safe-Rust Transpilation2504.15254v3 · Anirudh Khatry, Robert Zhang, Jia Pan et al.2025 · 3 citationsarXiv
Pairwise or Pointwise? Evaluating Feedback Protocols for Bias in LLM-Based Evaluation2504.14716v2 · Tuhina Tripathi, Manya Wadhwa, Greg Durrett et al.2025 · 3 citationsarXiv
RankAlign: A Ranking View of the Generator-Validator Gap in Large Language Models2504.11381v2 · Juan Diego Rodriguez, Wenxuan Ding, Katrin Erk et al.2025 · 0 citationsarXiv
QUDsim: Quantifying Discourse Similarities in LLM-Generated Text2504.09373v2 · Ramya Namuduri, Yating Wu, Anshun Asher Zheng et al.2025 · 0 citationsarXiv
Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding2504.01132v2 · Melanie Subbiah, Akankshya Mishra, Grace Kim et al.2025 · 1 citationarXiv
ProofWala: A Framework for Multilingual Proof Data Synthesis and Theorem-Proving2502.04671v3 · Amitayush Thakur, George Tsoukalas, Greg Durrett et al.2025 · 0 citationsarXiv
LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation2501.05414v3 · Xi Ye, Fangcong Yin, Yinghui He et al.2025 · 1 citationarXiv
Understanding Synthetic Context Extension via Retrieval Heads2410.22316v4 · Xinyu Zhao, Fangcong Yin, Greg Durrett2024 · 1 citationarXiv
Contrastive Learning to Improve Retrieval for Real-world Fact Checking2410.04657v1 · Aniruddh Sriram, Fangyuan Xu, Eunsol Choi et al.2024 · 3 citationsarXiv
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning2409.12183v3 · Zayne Sprague, Fangcong Yin, Juan Diego Rodriguez et al.2024 · 13 citationsarXiv
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates2407.06249v3 · Zeyu Leo Liu, Shrey Pandit, Xi Ye et al.2024 · 3 citationsarXiv
Learning to Refine with Fine-Grained Natural Language Feedback2407.02397v3 · Manya Wadhwa, Xinyu Zhao, Junyi Jessy Li et al.2024 · 7 citationsarXiv
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification2406.20079v1 · Anisha Gunjal, Greg Durrett2024 · 5 citationsFindings of the Association for Computational Linguistics: EMNLP 2024 (2024) 3751-3768
From Distributional to Overton Pluralism: Investigating Large Language Model Alignment2406.17692v2 · Thom Lake, Eunsol Choi, Greg Durrett2024 · 2 citationsarXiv
LoFiT: Localized Fine-tuning on LLM Representations2406.01563v2 · Fangcong Yin, Xi Ye, Greg Durrett2024 · 5 citationsarXiv
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation2405.10040v3 · Abhishek Divekar, Greg Durrett2024 · 8 citationsarXiv
D2PO: Discriminator-Guided DPO with Response Evaluation Models2405.01511v2 · Prasann Singhal, Nathan Lambert, Scott Niekum et al.2024 · 0 citationsarXiv
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents2404.10774v2 · Liyan Tang, Philippe Laban, Greg Durrett2024 · 53 citationsarXiv
Which questions should I answer? Salience Prediction of Inquisitive Questions2404.10917v2 · Yating Wu, Ritika Mangla, Alexandros G. Dimakis et al.2024 · 1 citationarXiv
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation2312.04510v1 · Jarad Forristal, Niloofar Mireshghallah, Greg Durrett et al.2023 · 0 citationsarXiv
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning2310.16049v2 · Zayne Sprague, Xi Ye, Kaj Bostrom et al.2023 · 6 citationsICLR 2024 (Spotlight)
QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing2310.14520v2 · Yating Wu, Ritika Mangla, Greg Durrett et al.2023 · 3 citationsarXiv
A Long Way to Go: Investigating Length Correlations in RLHF2310.03716v2 · Prasann Singhal, Tanya Goyal, Jiacheng Xu et al.2023 · 3 citationsarXiv
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs2309.08873v2 · Juan Diego Rodriguez, Katrin Erk, Greg Durrett2023 · 1 citationarXiv
Deductive Additivity for Planning of Natural Language Proofs2307.02472v2 · Zayne Sprague, Kaj Bostrom, Swarat Chaudhuri et al.2023 · 0 citationsarXiv
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses.37701928 · Tang, Liyan, Peng, Yifan, Wang, Yanshan et al.2023 · 6 citationsProceedings of the conference. Association for Computational Linguistics. Meeting. 2023;2023:12532-12555
Propagating Knowledge Updates to LMs Through Distillation2306.09306v2 · Shankar Padmanabhan, Yasumasa Onoe, Michael J.Q. Zhang et al.2023 · 4 citationsarXiv
Career total: 215 works. 132 are in this corpus.Showing the 50 most recent.
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