David Hall - RankMe

25 papers A* 6Journal 12Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pretraining. CoRR Jeffrey Li, Josh Gardner, Doug Kang, Fangping Shi, Karanjeet Singh, Chun-Liang Li, Herumb Shandilya, David Hall, Oncel Tuzel, Percy Liang, Ludwig Schmidt, Hadipour Ansari, Fartash Faghri
2025	J	`jnl`	Fantastic Pretraining Optimizers and Where to Find Them. CoRR Kaiyue Wen, David Hall, Tengyu Ma, Percy Liang
2025	J	`jnl`	Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning. CoRR Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Duc Nguyen, Toan M. Tran, David Hall, Cheongwoong Kang, Jaesik Choi
2025	J	`jnl`	Relative Scaling Laws for LLMs. CoRR William Barr Held, David Hall, Percy Liang, Diyi Yang
2024	J	`jnl`	BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text. CoRR Elliot Bolton, Abhinav Venigalla, Michihiro Yasunaga, David Hall, Betty Xiong, Tony Lee, Roxana Daneshjou, Jonathan Frankle, Percy Liang, Michael Carbin, Christopher D. Manning
2024	J	`jnl`	Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective. CoRR Kaiyue Wen, Zhiyuan Li, Jason S. Wang, David Hall, Percy Liang, Tengyu Ma
2023	J	`jnl`	Anticipatory Music Transformer. CoRR John Thickstun, David Hall, Chris Donahue, Percy Liang
2023	J	`jnl`	Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training. CoRR Hong Liu, Zhiyuan Li, David Hall, Percy Liang, Tengyu Ma
2022	J	`jnl`	Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP. CoRR Omar Khattab, Keshav Santhanam, Xiang Lisa Li, David Hall, Percy Liang, Christopher Potts, Matei Zaharia
2020	J	`jnl`	Task-Oriented Dialogue as Dataflow Synthesis. CoRR Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Andrew Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
2020	J	`jnl`	Task-Oriented Dialogue as Dataflow Synthesis. Trans. Assoc. Comput. Linguistics Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Andrew Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
2015	—	`—`	Refinements in Syntactic Parsing. David Hall
2014	—	`conf`	Less Grammar, More Features. ACL (1) David Hall, Greg Durrett, Dan Klein
2014	—	`conf`	Sparser, Better, Faster GPU Parsing. ACL (1) David Hall, Taylor Berg-Kirkpatrick, Dan Klein
2013	A*	`conf`	A Multi-Teraflop Constituency Parser using GPUs. EMNLP John F. Canny, David Hall, Dan Klein
2013	J	`jnl`	Automated reconstruction of ancient languages using probabilistic models of sound change. Proc. Natl. Acad. Sci. USA Alexandre Bouchard-Côté, David Hall, Thomas L. Griffiths, Dan Klein
2013	—	`conf`	Decentralized Entity-Level Modeling for Coreference Resolution. ACL (1) Greg Durrett, David Hall, Dan Klein
2012	—	`conf`	Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output. EMNLP-CoNLL Jonathan K. Kummerfeld, David Hall, James R. Curran, Dan Klein
2012	—	`conf`	Training Factored PCFGs with Expectation Propagation. EMNLP-CoNLL David Hall, Dan Klein
2011	A*	`conf`	Large-Scale Cognate Recovery. EMNLP David Hall, Dan Klein
2011	A*	`conf`	Optimal Graph Search with Iterated Graph Cuts. AAAI David Burkett, David Hall, Dan Klein
2010	A*	`conf`	Finding Cognate Groups Using Phylogenies. ACL David Hall, Dan Klein
2009	A*	`conf`	Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora. EMNLP Daniel Ramage, David Hall, Ramesh Nallapati, Christopher D. Manning
2008	A*	`conf`	Studying the History of Ideas Using Topic Models. EMNLP David Hall, Daniel Jurafsky, Christopher D. Manning
2007	—	`conf`	Learning Alignments and Leveraging Natural Logic. ACL-PASCAL@ACL Nathanael Chambers, Daniel M. Cer, Trond Grenager, David Hall, Chloé Kiddon, Bill MacCartney, Marie-Catherine de Marneffe, Daniel Ramage, Eric Yeh, Christopher D. Manning