Dan Klein | Academic Influence

Dan Klein's AcademicInfluence.com Rankings

Dan Klein

Computer Science

#1075

World Rank

#1114

Historical Rank

#568

USA Rank

Artificial Intelligence

#295

World Rank

#300

Historical Rank

#117

USA Rank

Computational Linguistics

#348

World Rank

#353

Historical Rank

#27

USA Rank

Machine Learning

#577

World Rank

#584

Historical Rank

#78

USA Rank

computer-science Degrees

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Computer Science

Dan Klein's Degrees

PhD Computer Science Stanford University
Bachelors Computer Science University of California, Berkeley

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Why Is Dan Klein Influential?

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According to Wikipedia, Daniel Klein is an American computer scientist and professor of computer science at the University of California, Berkeley. His research focuses on natural language processing and artificial intelligence.

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Dan Klein's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network (2003) (3572)
Accurate Unlexicalized Parsing (2003) (3439)
Learning Accurate, Compact, and Interpretable Tree Annotation (2006) (986)
Fast Exact Inference with a Factored Model for Natural Language Parsing (2002) (917)
Neural Module Networks (2015) (860)
Improved Inference for Unlexicalized Parsing (2007) (725)
From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering (2002) (628)
Learning Dependency-Based Compositional Semantics (2011) (590)
Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency (2004) (561)
Learning to Compose Neural Networks for Question Answering (2016) (517)
Alignment by Agreement (2006) (509)
Constituency Parsing with a Self-Attentive Encoder (2018) (387)
Modular Multitask Reinforcement Learning with Policy Sketches (2016) (360)
Learning Bilingual Lexicons from Monolingual Corpora (2008) (351)
An End-to-End Discriminative Approach to Machine Translation (2006) (321)
Learning Semantic Correspondences with Less Supervision (2009) (320)
Speaker-Follower Models for Vision-and-Language Navigation (2018) (320)
Calibrate Before Use: Improving Few-Shot Performance of Language Models (2021) (320)
Abstract Syntax Networks for Code Generation and Semantic Parsing (2017) (299)
A Generative Constituent-Context Model for Improved Grammar Induction (2002) (264)
A* Parsing: Fast Exact Viterbi Parse Selection (2003) (255)
Painless Unsupervised Learning with Features (2010) (250)
Max-Margin Parsing (2004) (250)
A Joint Model for Entity Analysis: Coreference, Typing, and Linking (2014) (249)
Named Entity Recognition with Character-Level Models (2003) (232)
Evaluating strategies for similarity search on the web (2002) (231)
Jointly Learning to Extract and Compress (2011) (226)
Online EM for Unsupervised Models (2009) (226)
Prototype-Driven Learning for Sequence Models (2006) (221)
Easy Victories and Uphill Battles in Coreference Resolution (2013) (221)
Simple Coreference Resolution with Rich Syntactic and Semantic Features (2009) (220)
The Infinite PCFG Using Hierarchical Dirichlet Processes (2007) (213)
A Simple Domain-Independent Probabilistic Approach to Generation (2010) (212)
A Discriminative Matching Approach to Word Alignment (2005) (189)
An Empirical Investigation of Statistical Significance in NLP (2012) (181)
Parsing and Hypergraphs (2001) (177)
Coreference Resolution in a Modular, Entity-Centered Model (2010) (175)
A Minimal Span-Based Neural Constituency Parser (2017) (172)
The unsupervised learning of natural language structure (2005) (171)
Optimization, Maxent Models, and Conditional Estimation without Magic (2003) (170)
Unsupervised Coreference Resolution in a Nonparametric Bayesian Model (2007) (169)
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers (2020) (169)
Faster and Smaller N-Gram Language Models (2011) (165)
Deep Compositional Question Answering with Neural Module Networks (2015) (159)
A Game-Theoretic Approach to Generating Spatial Descriptions (2010) (152)
Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks (2016) (150)
Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints (2016) (142)
Multilingual Constituency Parsing with Self-Attention and Pre-Training (2018) (136)
Conditional Structure versus Conditional Estimation in NLP Models (2002) (135)
Spectral Learning (2003) (132)
Tailoring Word Alignments to Syntactic Machine Translation (2007) (131)
Grounding spatial relations for human-robot interaction (2013) (131)
Reasoning about Pragmatics with Neural Listeners and Speakers (2016) (129)
Learning from measurements in exponential families (2009) (126)
Multilingual Alignment of Contextual Word Representations (2020) (123)
Better Word Alignments with Supervised ITG Models (2009) (122)
Automated reconstruction of ancient languages using probabilistic models of sound change (2013) (121)
Neural CRF Parsing (2015) (121)
Learning Programs: A Hierarchical Bayesian Approach (2010) (117)
Fully distributed EM for very large datasets (2008) (116)
Two Languages are Better than One (for Syntactic Parsing) (2008) (109)
Sampling Alignment Structure under a Bayesian Translation Model (2008) (101)
Alignment-Based Compositional Semantics for Instruction Following (2015) (100)
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output (2012) (100)
Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based approach (2002) (98)
Learning with Latent Language (2017) (98)
Word Alignment via Quadratic Assignment (2006) (97)
The Complexity of Phrase Alignment Problems (2008) (95)
Task-Oriented Dialogue as Dataflow Synthesis (2020) (92)
Application of Information Technology: Improved Identification of Noun Phrases in Clinical Radiology Reports Using a High-Performance Statistical Natural Language Parser Augmented with the UMLS Specialist Lexicon (2005) (90)
Unsupervised Learning of Field Segmentation Models for Information Extraction (2005) (89)
Discriminative Log-Linear Grammars with Latent Variables (2007) (89)
Why Generative Phrase Models Underperform Surface Heuristics (2006) (86)
Constrained Language Models Yield Few-Shot Semantic Parsers (2021) (86)
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections (2021) (80)
Unified Pragmatic Models for Generating and Following Instructions (2017) (79)
Combining Heterogeneous Classifiers for Word Sense Disambiguation (2001) (79)
Structure compilation: trading structure for features (2008) (79)
FUDGE: Controlled Text Generation With Future Discriminators (2021) (77)
Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation (2019) (72)
Teaching Introductory Artificial Intelligence with Pac-Man (2010) (72)
Natural Language Grammar Induction Using a Constituent-Context Model (2001) (71)
Computing PageRank using Power Extrapolation (2003) (70)
Joint Parsing and Alignment with Weakly Synchronized Grammars (2010) (69)
Phylogenetic Grammar Induction (2010) (69)
Natural language grammar induction with a generative constituent-context model (2005) (68)
Learning and Inference for Hierarchically Split PCFGs (2007) (67)
Syntactic Transfer Using a Bilingual Lexicon (2012) (66)
What’s Going On in Neural Constituency Parsers? An Analysis (2018) (66)
Less Grammar, More Features (2014) (60)
MIMRGNS: Stata module to run margins after mi estimate (2014) (60)
How much do word embeddings encode about syntax? (2014) (59)
Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank (2001) (57)
Implementing a General Framework for Assessing Interrater Agreement in Stata (2018) (57)
Structured Learning for Taxonomy Induction with Belief Propagation (2014) (56)
A Probabilistic Approach to Diachronic Phonology (2007) (56)
Prototype-Driven Grammar Induction (2006) (56)
Disfluency Detection with a Semi-Markov Model and Prosodic Features (2015) (54)
Error-Driven Analysis of Challenges in Coreference Resolution (2013) (54)
Large-Scale Syntactic Language Modeling with Treelets (2012) (52)
Detoxifying Language Models Risks Marginalizing Minority Voices (2021) (51)
K-Best A* Parsing (2009) (51)
Coarse-to-Fine Syntactic Machine Translation using Language Projections (2008) (50)
Translating Neuralese (2017) (49)
Unsupervised Transcription of Historical Documents (2013) (48)
Web-Scale Features for Full-Scale Parsing (2011) (48)
Distributional phrase structure induction (2001) (47)
When and why are log-linear models self-normalizing? (2015) (44)
Effective Inference for Generative Neural Parsing (2017) (44)
Coreference Semantics from Web Features (2012) (44)
Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing (2008) (43)
Pragmatically Informative Text Generation (2019) (43)
Unsupervised Transcription of Piano Music (2014) (43)
Type-Based MCMC (2010) (42)
Learning Better Monolingual Models with Unannotated Bilingual Text (2010) (39)
Finding Cognate Groups Using Phylogenies (2010) (38)
Agreement-Based Learning (2007) (38)
Decentralized Entity-Level Modeling for Coreference Resolution (2013) (37)
Improving Neural Parsing by Disentangling Model Combination and Reranking Effects (2017) (36)
Parsing German with Latent Variable Grammars (2008) (34)
Discriminative Modeling of Extraction Sets for Machine Translation (2010) (33)
Semantic Evaluation for Text-to-SQL with Distilled Test Suite (2020) (33)
Analyzing the Errors of Unsupervised Learning (2008) (32)
Simple, Accurate Parsing with an All-Fragments Grammar (2010) (32)
Consensus Training for Consensus Decoding in Machine Translation (2009) (32)
Improved Reconstruction of Protolanguage Word Forms (2009) (31)
Efficient Parsing for Transducer Grammars (2009) (26)
A Probabilistic Approach to Language Change (2007) (26)
Efficient sentence segmentation using syntactic features (2008) (25)
Factored A* Search for Models over Sequences and Trees (2003) (25)
An Empirical Examination of Challenges in Chinese Parsing (2013) (24)
Hierarchical Search for Parsing (2009) (24)
Improved Typesetting Models for Historical OCR (2014) (24)
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level (2021) (23)
Mention Detection: Heuristics for the OntoNotes annotations (2011) (23)
A Multi-Teraflop Constituency Parser using GPUs (2013) (23)
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing (2018) (22)
Unsupervised Syntactic Alignment with Inversion Transduction Grammars (2010) (22)
Unsupervised Code-Switching for Multilingual Historical Document Transcription (2015) (21)
An Empirical Analysis of Optimization for Max-Margin NLP (2015) (20)
Cross-Domain Generalization of Neural Constituency Parsers (2019) (20)
Sparser, Better, Faster GPU Parsing (2014) (20)
Re3: Generating Longer Stories With Recursive Reprompting and Revision (2022) (19)
An O(n^3) Agenda-Based Chart Parser for Arbitrary Probabilistic Context-Free Grammars (2001) (19)
Learning Structured Models for Phone Recognition (2007) (18)
Decipherment with a Million Random Restarts (2013) (17)
Simple Effective Decipherment via Combinatorial Optimization (2011) (16)
Proceedings of the Tenth Conference on Computational Natural Language Learning (2006) (16)
Grounding Language with Points and Paths in Continuous Spaces (2014) (15)
Convergence Bounds for Language Evolution by Iterated Learning (2009) (15)
Unsupervised Parsing via Constituency Tests (2020) (14)
A Deep Factorization of Style and Structure in Fonts (2019) (14)
Inferring Rewards from Language in Context (2022) (14)
Faster Optimal Planning with Partial-Order Pruning (2013) (14)
Efficient Inference in Phylogenetic InDel Trees (2008) (14)
Top-Down K-Best A* Parsing (2010) (14)
Value-Agnostic Conversational Semantic Parsing (2021) (14)
Similarity Search on the Web: Evaluation and Scalability Considerations (2001) (13)
KAPPAETC: Stata module to evaluate interrater agreement (2017) (13)
Fine-Grained Entity Typing with High-Multiplicity Assignments (2017) (13)
Asynchronous Binarization for Synchronous Grammars (2009) (13)
Large-Scale Cognate Recovery (2011) (13)
Analogs of Linguistic Structure in Deep Representations (2017) (13)
Transforming Trees to Improve Syntactic Convergence (2012) (13)
Analyzing the Rate at Which Languages Lose the Influence of a Common Ancestor (2014) (12)
Fast Inference in Phrase Extraction Models with Belief Propagation (2012) (12)
Probabilistic grammars and hierarchical Dirichlet processes (2018) (12)
An Entity-Level Approach to Information Extraction (2010) (11)
Meta-tuning Language Models to Answer Prompts Better (2021) (11)
Approximating How Single Head Attention Learns (2021) (11)
Parsing with Traces: An O(n4) Algorithm and a Structural Representation (2017) (11)
Discovering Latent Knowledge in Language Models Without Supervision (2022) (11)
Constructing Taxonomies from Pretrained Language Models (2020) (11)
Training Factored PCFGs with Expectation Propagation (2012) (10)
Semantic Scaffolds for Pseudocode-to-Code Generation (2020) (10)
Detecting Categories in News Video Using Acoustic, Speech, and Image Features (2006) (10)
Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference (2019) (10)
On the Accuracy of Self-Normalized Log-Linear Models (2015) (10)
Mixture-of-Parents Maximum Entropy Markov Models (2007) (10)
Corpus-Based Induction of Syntactic Structure : Models of Constituency and Dependency (2004) (9)
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space (2017) (9)
Approximate Factoring for A* Search (2007) (8)
Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following (2019) (8)
Supernova neutrino bursts, the SNO detector, and neutrino oscillations (1993) (8)
Hierarchical A* Parsing with Bridge Outside Scores (2010) (7)
Assessing inter-rater agreement in Stata (2017) (7)
Learning by Distilling Context (2022) (7)
Model AI Assignments (2010) (7)
The Unsupervised Learning of Linguistic Structure (2002) (6)
MIVIF: Stata module to calculate variance inflation factors after mi estimate regress (2013) (6)
Reference-Centric Models for Grounded Collaborative Dialogue (2021) (6)
Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs (2009) (6)
Learned Incremental Representations for Parsing (2022) (5)
Modularity Improves Out-of-Domain Instruction Following (2020) (5)
Describing Differences between Text Distributions with Natural Language (2022) (5)
The Surprising Variance in Shortest-Derivation Parsing (2011) (4)
Learning Space Partitions for Path Planning (2021) (4)
Optimal Graph Search with Iterated Graph Cuts (2011) (4)
Robust Conversion of CCG Derivations to Phrase Structure Trees (2012) (4)
Unsupervised Learning for Natural Language Processing (2008) (4)
Combining Heterogeneous Classifiers for Word-Sense Disambiguation (2001) (3)
An Empirical Investigation of Discounting in Cross-Domain Language Models (2011) (3)
DOC: Improving Long Story Coherence With Detailed Outline Control (2022) (3)
Agenda-Based Chart Parser for Arbitrary Probabilistic Context-Free Grammars (2001) (3)
Non-Local Modeling with a Mixture of PCFGs (2006) (3)
Summarizing Differences between Text Distributions with Natural Language (2022) (3)
KALPHA: Stata module to compute Krippendorff's Alpha-Reliability (2014) (3)
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding (2022) (2)
Automated Crossword Solving (2022) (2)
Inducing Taxonomic Knowledge from Pretrained Transformers (2020) (2)
Introduction to Classification: Likelihoods, Margins, Features, and Kernels (2007) (2)
A Core-Tools Statistical NLP Course (2005) (2)
TUPLES: Stata module for selecting all possible tuples from a list (2006) (2)
Modular Networks for Compositional Instruction Following (2021) (2)
A Discriminative Matching Approach to Word Alignment Ben (2005) (2)
MISUM: Stata module to calculate summary statistics in MI dataset (2011) (2)
A* Search via Approximate Factoring (2007) (2)
Understanding Game-Playing Agents with Natural Language Annotations (2022) (2)
Active Programming by Example with a Natural Language Prior (2022) (2)
Voxel-informed Language Grounding (2022) (2)
Landauer formula for interacting systems: a consistent non-perturbative approximation (2022) (1)
Unsupervised models of entity reference resolution (2010) (1)
A Streaming Approach for Efficient Batched Beam Search (2020) (1)
Data collection for a new conversational dialogue system (2017) (1)
Poisoning Language Models During Instruction Tuning (2023) (1)
Giant chirality-induced spin selectivity of polarons (2022) (1)
XLS2DTA: Stata module to save Excel files as Stata datasets (2016) (1)
GPU-Friendly Local Regression for Voice Conversion (2015) (1)
Probabilistically Modeling Semantic Change by Aleksandr Nisnevich Research Project (2015) (1)
Parsing: Statistical Methods (2006) (1)
RDESIGNI: Stata module to perform design analysis (2017) (1)
Accurate Unsupervised Learning of Field Structure Models for Information Extraction (2005) (1)
An All-Fragments Grammar for Simple and Accurate Parsing (2012) (1)
PageRank using Power Extrapolation (2003) (0)
LABREC: Stata module to recode variables according to value label (2011) (0)
WHICH_VERSION: Stata module to return location and programmer's version of ado-files (2019) (0)
TRACKOBS: Stata module to keep a record of the number of observations in the current dataset (2018) (0)
Extensions to the label commands (2019) (0)
ROTATE2: Stata module to produce sorted and labeled rotated matrix (2015) (0)
Detecting categories in news video using image features (2006) (0)
ENCODELABEL: Stata module to encode string variable into categorical variable (2020) (0)
TFV: Stata module to produce transformations of variables (2014) (0)
Data-Oriented Parsing edited by Rens BodRemko SchaRemko Scha (2004) (0)
GDSUM: Stata module to summarize grouped data (2010) (0)
PATHUTIL: Stata module to support file path manipulation (2016) (0)
CORSP: Stata module to display combined Pearson and Spearman correlation matrix (2017) (0)
LABVARS: Stata module to attach a list of labels to varlist (2011) (0)
STRREC: Stata module to recode string variables according to rules (2010) (0)
REGEN: Stata module to create new or change existing variable (2014) (0)
GUTTMANL: Stata module to produce Guttman lower bound reliability coefficients (2016) (0)
DEP4ASM: Stata module to create [in]dependent variable for alternative-specific models (2010) (0)
USESOME: Stata module to use subset of Stata dataset (2014) (0)
DUMMIES2: Stata module to create indicator variables from categorical variable and vice versa (2012) (0)
MI_MVNCAT: Stata module to assign "final" values to (mvn) imputed categorical variables (2011) (0)
LABELLIST: Stata module to list value labels (2012) (0)
TXTLABDEF: Stata module to define value labels from ASCII (text) file (2011) (0)
VSAVE: Stata module to save Stata dataset under version control (2016) (0)
FILTERTRACE: Stata module to trace filter or contingency questions (2011) (0)
GENICV: Stata module to generate interaction between continuous (or dummy) variables (2011) (0)
LOOKFOR_VAL: Stata module to search the current dataset for values that match a specified pattern (2012) (0)
JOINVARS: Stata module to join values of variables (2011) (0)
ELABEL: Stata module to extend the label commands (2018) (0)
LABVALPOOL: Stata module to change value labels (2011) (0)
PWMC: Stata module to compute pairwise multiple comparisons (unequal variances) (2014) (0)
USELAB: Stata module to list value labels and variables using them (2011) (0)
VORTER: Stata module to reorder variables in dataset based on sorted values (2016) (0)
CALLSADO: Stata module to find (user-written) ado-files called by (a)do-file (2012) (0)
LABVALCL: Stata module to clear value labels of null strings (2011) (0)
REV: Stata module to reverse value order of variables (2012) (0)
Laser Optics for a yy Collider (1997) (0)
A Measurement of the Average Lifetime of Hadrons Containing Bottom Quarks (2018) (0)
Book Review (2004) (0)
One-Shot GW Transport Calculations: A Charge-Conserving Solution. (2023) (0)
Variational Inference for Structured NLP Models (2012) (0)
Neural Unsupervised Reconstruction of Protolanguage Word Forms (2022) (0)
The Cortical Representation of Language Timescales is Shared between Reading and Listening (2023) (0)
Transfer of Grammatical Structure (2005) (0)
Parsing : FastExact Viterbi ParseSelection (2002) (0)
Interactive Assignments for Teaching Structured Neural NLP (2021) (0)
Distributional Models for Corpus-Based Syntax Learning (0)
Bayes Net (2017) (0)
Networks for Code Generation and Semantic Parsing (2017) (0)
Does unsupervised grammar induction need pixels? (2022) (0)
Goal Driven Discovery of Distributional Differences via Language Descriptions (2023) (0)
Probabilistic Models of Evolution and Language Change (2010) (0)
What Problem is being solved ? Ø Problem Domain : Visual Question Answering (0)
Agenda-BasedChart Parser for Arbitrary Probabilistic Context-FreeGrammars (2001) (0)
Non-Deterministic Search (2018) (0)
EARNING WITH P OLICY S KETCHES (2016) (0)
LABMM: Stata module to modify multiple value labels simultaneously (2011) (0)
CHM: Stata module to copy hard missings (2011) (0)
TODUMMY: Stata module to create dummy variables (2010) (0)
LABUTIL2: Stata module to manage value and variable labels (2013) (0)
HLPEDIT: Stata module to edit help file in do-file editor (2011) (0)
RQRS: Stata module to install required community-contributed packages (2019) (0)
LABMV: Stata module to change numeric values to extended missing values preserving value labels (2011) (0)
Data-Oriented Parsing edited by Rens Bod, Remko Scha, and Khalil Sima'an (2004) (0)
CSE 517 : Natural Language Processing New Quals Course ! (2013) (0)
DES2: Stata module to describe current dataset with clickable output (2014) (0)

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