| 1994 | A Collaborative Parametric Design Agent. Daniel Kuokka, Brian Livezey |
| 1994 | A Computational Market Model for Distributed Configuration Design. Michael P. Wellman |
| 1994 | A Description Classifier for the Predicate Calculus. Robert M. MacGregor |
| 1994 | A Discovery System for Trigonometric Functions. Tsuyoshi Murata, Masami Mizutani, Masamichi Shimura |
| 1994 | A Filtering Algorithm for Constraints of Difference in CSPs. Jean-Charles Régin |
| 1994 | A Model of Creative Understanding. Kenneth Moorman, Ashwin Ram |
| 1994 | A Plan-Based Model for Response Generation in Collaborative Task-Oriented Dialogues. Jennifer Chu-Carroll, Sandra Carberry |
| 1994 | A Probabilistic Algorithm for Segmenting Non-Kanji Japanese Strings. Virginia Teller, Eleanor Olds Batchelder |
| 1994 | A Prototype Reading Coach that Listens. Jack Mostow, Steven F. Roth, Alexander G. Hauptmann, Matthew Kane |
| 1994 | A Reading Agent. Tamitha Carpenter, Richard Alterman |
| 1994 | A User Interface for Knowledge Acquisition From Video. Henry Lieberman |
| 1994 | Abstraction in Bayesian Belief Networks and Automatic Discovery from Past Inference Sessions. Wai Lam |
| 1994 | An Approach to Multiply Segmented Constraint Satisfaction Problems. Randall A. Helzerman, Mary P. Harper |
| 1994 | An Artificial Discourse Language for Collaborative Negotiation. Candace L. Sidner |
| 1994 | An Empirical Evaluation of Knowledge Compilation by Theory Approximation. Henry A. Kautz, Bart Selman |
| 1994 | An Experiment in the Design of Software Agents. Henry A. Kautz, Bart Selman, Michael H. Coen, Steven P. Ketchpel, Chris Ramming |
| 1994 | An Implemented Model of Punning Riddles. Kim Binsted, Graeme Ritchie |
| 1994 | An Instructional Environment for Practicing Argumentation Skills. Vincent Aleven, Kevin D. Ashley |
| 1994 | Auditory Stream Segregation in Auditory Scene Analysis with a Multi-Agent System. Tomohiro Nakatani, Hiroshi G. Okuno, Takeshi Kawabata |
| 1994 | Automated Accompaniment of Musical Ensembles. Lorin Grubb, Roger B. Dannenberg |
| 1994 | Automated Postediting of Documents. Kevin Knight, Ishwar Chander |
| 1994 | Avoiding Tests for Subsumption. Anavai Ramesh, Neil V. Murray |
| 1994 | Boosting the Correspondence between Description Logics and Propositional Dynamic Logics. Giuseppe De Giacomo, Maurizio Lenzerini |
| 1994 | Bootstrapping Training-Data Representations for Inductive Learning: A Case Study in Molecular Biology. Haym Hirsh, Nathalie Japkowicz |
| 1994 | Bottom-Up Induction of Oblivious Read-Once Decision Graphs: Strengths and Limitations. Ron Kohavi |
| 1994 | Branching on Attribute Values in Decision Tree Generation. Usama M. Fayyad |
| 1994 | Building Non-Brittle Knowledge-Acquisition Tools. Jay T. Runkel, William P. Birmingham |
| 1994 | Building a Large-Scale Knowledge Base for Machine Translation. Kevin Knight, Steve K. Luk |
| 1994 | CHATTERBOTS, TINYMUDS, and the Turing Test: Entering the Loebner Prize Competition. Michael L. Mauldin |
| 1994 | Can We Enforce Full Compositionality in Uncertainty Calculi? Didier Dubois, Henri Prade |
| 1994 | Case-Based Acquisition of User Preferences for Solution Improvement in Ill-Structured Domains. Katia P. Sycara, Kazuo Miyashita |
| 1994 | Case-Based Retrieval Interface Adapted to Customer-Initiated Dialogues in Help Desk Operations. Hideo Shimazu, Akihiro Shibata, Katsumi Nihei |
| 1994 | Catching a Baseball: A Reinforcement Learning Perspective Using a Neural Network. Rajarshi Das, Sreerupa Das |
| 1994 | Causal Default Reasoning: Principles and Algorithms. Hector Geffner |
| 1994 | Classifying Cue Phrases in Text and Speech Using Machine Learning. Diane J. Litman |
| 1994 | Coalition, Cryptography, and Stability: Mechanisms for Coalition Formation in Task Oriented Domains. Gilad Zlotkin, Jeffrey S. Rosenschein |
| 1994 | Collaborative Interface Agents. Yezdi Lashkari, Max Metral, Pattie Maes |
| 1994 | Combining Left and Right Unlinking for Matching a Large Number of Learned Rules. Robert B. Doorenbos |
| 1994 | Compositional Instance-Based Learning. Patrick S. Broos, Karl Branting |
| 1994 | Context-Sensitive Statistics For Improved Grammatical Language Models. Eugene Charniak, Glenn Carroll |
| 1994 | Corpus-Driven Knowledge Acquisition for Discourse Analysis. Stephen Soderland, Wendy G. Lehnert |
| 1994 | Creating Abstractions Using Relevance Reasoning. Alon Y. Levy |
| 1994 | Criticism, Culture, and the Automatic Generation of Artworks. Lee Spector, Adam Alpern |
| 1994 | Dead-End Driven Learning. Daniel Frost, Rina Dechter |
| 1994 | Decision Tree Pruning: Biased or Optimal? Sholom M. Weiss, Nitin Indurkhya |
| 1994 | Discovering Procedural Executions of Rule-Based Programs. David Gadbois, Daniel P. Miranker |
| 1994 | Divide and Conquer in Multi-Agent Planning. Eithan Ephrati, Jeffrey S. Rosenschein |
| 1994 | Emergent Coordination through the Use of Cooperative State-Changing Rules. Claudia V. Goldman, Jeffrey S. Rosenschein |
| 1994 | Emergent Linguistic Rules from inducing Decision Trees: Disambiguating Discourse Clue Words. Eric V. Siegel, Kathleen R. McKeown |
| 1994 | Expected Gains from Parallelizing Constraint Solving for Hard Problems. Tad Hogg, Colin P. Williams |
| 1994 | Experience-Aided Diagnosis for Complex Devices. Michel P. Féret, Janice I. Glasgow |
| 1994 | Experimentally Evaluating Communicative Strategies: The Effect of the Task. Marilyn A. Walker |
| 1994 | Exploiting Meta-Level information in a Distributed Scheduling System. Daniel E. Neiman, David W. Hildum, Victor R. Lesser, Tuomas Sandholm |
| 1994 | Exploiting the Ordering of Observed Problem-Solving Steps for Knowledge Base Refinement: An Apprenticeship Approach. Steven K. Donoho, David C. Wilkins |
| 1994 | Extracting Viewpoints from Knowledge Bases. Liane Acker, Bruce W. Porter |
| 1994 | Flexible Strategy Learning: Analogical Replay of Problem Solving Episodes. Manuela M. Veloso |
| 1994 | Focusing on the Most Important Explanations: Decision-Theoretic Horn Abduction. Paul O'Rorke |
| 1994 | Formalizing Ontological Commitment. Nicola Guarino, Massimiliano Carrara, Pierdaniele Giaretta |
| 1994 | Forming Beliefs about a Changing World. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller |
| 1994 | Forming Coalitions in the Face of Uncertain Rewards. Steven P. Ketchpel |
| 1994 | GENET: A Connectionist Architecture for Solving Constraint Satisfaction Problems by Iterative Improvement. Andrew J. Davenport, Edward P. K. Tsang, Chang J. Wang, Kangmin Zhu |
| 1994 | Heuristic Harvesting of Information for Case-Based Argument. Edwina L. Rissland, David B. Skalak, M. Timur Friedman |
| 1994 | Improving Learning Performance Through Rational Resource Allocation. Jonathan Gratch, Steve A. Chien, Gerald DeJong |
| 1994 | Improving Repair-Based Constraint Satisfaction Methods by Value Propagation. Nobuhiro Yugami, Yuiko Ohta, Hirotaka Hara |
| 1994 | In Search of the Best Constraint Satisfaction Search. Daniel Frost, Rina Dechter |
| 1994 | Incorporating Advice into Agents that Learn from Reinforcements. Richard Maclin, Jude W. Shavlik |
| 1994 | Inducing Deterministic Prolog Parsers from Treebanks: A Machine Learning Approach. John M. Zelle, Raymond J. Mooney |
| 1994 | Induction of Multivariate Regression Trees for Design Optimization. B. Forouraghi, L. W. Schmerr, G. M. Prabhu |
| 1994 | Inductive Learning For Abductive Diagnosis. Cynthia A. Thompson, Raymond J. Mooney |
| 1994 | Kalos - A System for Natural Language Generation with Revision. Ben E. Cline, Jane Terry Nutter |
| 1994 | Knowledge Refinement in a Reflective Architecture. Yolanda Gil |
| 1994 | Knowledge Representation for Video. Marc Davis |
| 1994 | L* Parsing: A General Framework for Syntactic Analysis of Natural Language. Eric K. Jones, Linton M. Miller |
| 1994 | Learning Decision Lists Using Homogeneous Rules. Richard B. Segal, Oren Etzioni |
| 1994 | Learning Explanation-Based Search Control Rules for Partial Order Planning. Suresh Katukam, Subbarao Kambhampati |
| 1994 | Learning Fault-Tolerant Speech Parsing with SCREEN. Stefan Wermter, Volker Weber |
| 1994 | Learning from Highly Flexible Tutorial Instruction. Scott B. Huffman, John E. Laird |
| 1994 | Learning to Coordinate without Sharing Information. Sandip Sen, Mahendra Sekaran, John Hale |
| 1994 | Learning to Reason. Roni Khardon, Dan Roth |
| 1994 | Learning to Recognize Promoter Sequences in E. coli by Modeling Uncertainty in the Training Data. Steven W. Norton |
| 1994 | Lexical Acquisition in the Presence of Noise and Homonymy. Jeffrey Mark Siskind |
| 1994 | Markov Chain Monte-Carlo Algorithms for the Calculation of Dempster-Shafer Belief. Serafín Moral, Nic Wilson |
| 1994 | Mechanisms for Efficiency in Blackboard Systems. Micheal Hewett, Rattikorn Hewett |
| 1994 | ModGen: Theorem Proving by Model Generation. Sun Kim, Hantao Zhang |
| 1994 | Model-Based Automated Generation of User Interfaces. Angel R. Puerta, Henrik Eriksson, John H. Gennari, Mark A. Musen |
| 1994 | Noise Strategies for Improving Local Search. Bart Selman, Henry A. Kautz, Bram Cohen |
| 1994 | Noise and Uncertainty Management in Intelligent Data Modeling. Xiaohui Liu, Gongxian Cheng, John Xingwang Wu |
| 1994 | On Kernel Rule's and Prime Implicants. Ron Rymon |
| 1994 | On the Inherent Level of Local Consistency in Constraint Networks. Peter van Beek |
| 1994 | Ordering Relations in Human and Machine Planning. Lee Spector, Mary Jo Rattermann, Kristen Prentice |
| 1994 | Pac-Learning Nondeterminate Clauses. William W. Cohen |
| 1994 | Planning from First Principles for Geometric Constraint Satisfaction. Sanjay Bhansali, Glenn A. Kramer |
| 1994 | Principled Multilingual Grammars for Large Corpora. Sharon Flank, Paul Krause, Carol Van Ess-Dykema |
| 1994 | Probabilistic Evaluation of Counterfactual Queries. Alexander Balke, Judea Pearl |
| 1994 | Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31 - August 4, 1994, Volume 1. Barbara Hayes-Roth, Richard E. Korf |
| 1994 | Progressive Negotiation for Resolving Conflicts among Distributed Heterogeneous Cooperating Agents. Taha Khedro, Michael R. Genesereth |
| 1994 | Reasoning about Temporal Relations: A Maximal Tractable Subclass of Allen's Interval Algebra. Bernhard Nebel, Hans-Jürgen Bürckert |
| 1994 | Recovering Software Specifications with Inductive Logic Programming. William W. Cohen |
| 1994 | Refining the Structure of Terminological Systems: Terminology = Schema + Views. Martin Buchheit, Werner Nutt, Francesco M. Donini, Andrea Schaerf |
| 1994 | Reinforcement Learning Algorithms for Average-Payoff Markovian Decision Processes. Satinder P. Singh |
| 1994 | Research Problems in the Use of a Shallow Artificial Intelligence Model of Personality and Emotion. Clark Elliot |
| 1994 | Retrieving Semantically Distant Analogies with Knowledge-Directed Spreading Activation. Michael Wolverton, Barbara Hayes-Roth |
| 1994 | Rule Based Updates on Simple Knowledge Bases. Chitta Baral |
| 1994 | Semi-Autonomous Animated Actors. Steve Strassmann |
| 1994 | Simulating Creativity in Jazz Performance. Geber L. Ramalho, Jean-Gabriel Ganascia |
| 1994 | Situated Plan Attribution for Intelligent Tutoring. Randall W. Hill Jr., W. Lewis Johnson |
| 1994 | Small is Beautiful: A Brute-Force Approach to Learning First-Order Formulas. Steven Minton, Ian Underwood |
| 1994 | Social Interaction: Multimodal Conversation with Social Agents. Katashi Nagao, Akikazu Takeuchi |
| 1994 | Solution Reuse in Dynamic Constraint Satisfaction Problems. Gérard Verfaillie, Thomas Schiex |
| 1994 | Some Advances in Transformation-Based Part of Speech Tagging. Eric Brill |
| 1994 | Symbolic Causal Networks. Adnan Darwiche, Judea Pearl |
| 1994 | Tailoring Retrieval to Support Case-Based Teaching. Robin D. Burke, Alex Kass |
| 1994 | Talking About AI: Socially Defined Linguistic Subcontexts in AI. Amy M. Steier, Richard K. Belew |
| 1994 | Termination Analysis of OPS5 Expert Systems. Hsiu-yen Tsai, Albert Mo Kim Cheng |
| 1994 | Testing Physical Systems. Peter Struss |
| 1994 | The Acquisition, Analysis and Evaluation of Imprecise Requirements for Knowledge-Based Systems. John Yen, Xiaoqing Frank Liu, Swee Hor Teh |
| 1994 | The Capacity of Convergence-Zone Episodic Memory. Mark Moll, Risto Miikkulainen, Jonathan Abbey |
| 1994 | The Emergence of Ordered Belief from Initial Ignorance. Paul Snow |
| 1994 | The Hazards of Fancy Backtracking. Andrew B. Baker |
| 1994 | The Impact of Locality and Authority on Emergent Conventions: Initial Observations. James E. Kittock |
| 1994 | The Relationship between Architectures and Example-Retrieval Times. Eiichiro Sumita, Naoya Nisiyama, Hitoshi Iida |
| 1994 | The Synergy of Music Theory and Al: Learning Multi-Level Expressive Interpretation. Gerhard Widmer |
| 1994 | The Ups and Downs of Lexical Acquisition. Peter M. Hastings, Steven L. Lytinen |
| 1994 | Toward the Essential Nature of Statistical Knowledge in Sense Resolution. Jill Fain Lehman |
| 1994 | Towards More Creative Case-Based Design Systems. Linda M. Wills, Janet L. Kolodner |
| 1994 | Using Hundreds of Workstations to Solve First-Order Logic Problems. Alberto Maria Segre, David B. Sturgill |
| 1994 | Using Induction to Refine Information Retrieval Strategies. Catherine Baudin, Barney Pell, Smadar Kedar |
| 1994 | Using Knowledge Acquisition and Representation Tools to Support Scientific Communities. Brian R. Gaines, Mildred L. G. Shaw |
| 1994 | Visual Semantics: Extracting Visual information from Text Accompanying Pictures. Rohini K. Srihari, Debra T. Burhans |
| 1994 | Weak-Commitment Search for Solving Constraint Satisfaction Problems. Makoto Yokoo |