| 1994 | 32nd Annual Meeting of the Association for Computational Linguistics, 27-30 June 1994, New Mexico State University, Las Cruces, New Mexico, USA, Proceedings. James Pustejovsky |
| 1994 | A Computational View of the Cognitive Semantics of Spatial Prepostions. Patrick Olivier, Jun'ichi Tsujii |
| 1994 | A Corpus-Based Approach to Automatic Compound Extraction. Keh-Yih Su, Ming-Wen Wu, Jing-Shin Chang |
| 1994 | A Hybrid Reasoning Model for Indirect Answers. Nancy L. Green, Sandra Carberry |
| 1994 | A Markov Language Learning Model for Finite Parameter Spaces. Partha Niyogi, Robert C. Berwick |
| 1994 | A Psycholinguistically Motivated Parser for CCG. Michael Niv |
| 1994 | A Stochastic Finite-State Word-Segmentation Algorithm for Chinese. Richard Sproat, Chilin Shih, William Gale, Nancy Chang |
| 1994 | Acquiring Receptive Morphology: A Connectionist Model. Michael Gasser |
| 1994 | Aligning a Parallel English-Chinese Corpus Statistically with Lexical Criteria. Dekai Wu |
| 1994 | An Attributive Logic of Set Descriptions and Set Operations. Suresh Manandhar |
| 1994 | An Automatic Treebank Conversion Algorithm for Corpus Sharing. Jong-Nae Wang, Jing-Shin Chang, Keh-Yih Su |
| 1994 | An Empirical Model of Acknowledgement for Spoken-Language Systems. David G. Novick, Stephen Sutton |
| 1994 | An Extended Theory of Head-Driven Parsing. Mark-Jan Nederhof, Giorgio Satta |
| 1994 | An Integrated Heuristic Scheme for Partial Parse Evaluation. Alon Lavie |
| 1994 | An Optimal Tabular Parsing Algorithm. Mark-Jan Nederhof |
| 1994 | An automatic Method of Finding Topic Boundaries. Jeffrey C. Reynar |
| 1994 | Automatic Alignment in Parallel Corpora. Harris Papageorgiou, Lambros Cranias, Stelios Piperidis |
| 1994 | Capturing CFLs with Tree Adjoining Grammars. James Rogers |
| 1994 | Common Topics and Coherent Situations: Interpreting Ellipsis in the Context of Discourse Inference. Andrew Kehler |
| 1994 | Compact Representations by Finite-State Transducers. Mehryar Mohri |
| 1994 | Conceptional Association for Compound Noun Analysis. Mark Lauer |
| 1994 | Constraint-Based Categorical Grammar. Gosse Bouma, Gertjan van Noord |
| 1994 | Decision Lists for Lexical Ambiguity Resolution: Application to Accent Restoration in Spanish and French. David Yarowsky |
| 1994 | Deyecting and Correcting Speech Repairs. Peter A. Heeman, James F. Allen |
| 1994 | Discourse Obligations in Dialogue Processing. David R. Traum, James F. Allen |
| 1994 | Dual-Coding Theory and Connectionist Lexical Selection. Ye-Yi Wang |
| 1994 | Extracting Noun Phrases from Large-Scale Texts: A Hybrid Approach and its Automatic Evaluation. Kuang-hua Chen, Hsin-Hsi Chen |
| 1994 | From Strings to Trees to Strings to Trees ... (Abstract). Aravind K. Joshi |
| 1994 | Generalized Chart Algorithm: An Efficient Procedure for Cost-Based Abduction. Yasuharu Den |
| 1994 | Generating Precondition Expressions in Instructional Text. Keith Vander Linden |
| 1994 | Graded Unification: A Framework for Interactive Processing. Albert Kim |
| 1994 | Grammar Specialization through Entropy Thresholds. Christer Samuelsson |
| 1994 | Hidden Understanding Models of Natural Language. Scott Miller, Robert J. Bobrow, Robert Ingria, Richard M. Schwartz |
| 1994 | Integration of Visual Inter-Word Constraints and Linguistic Knowledge in Degraded Text Recognition. Tao Hong |
| 1994 | Intentions and Indormation in Discourse. Nicholas Asher, Alex Lascarides |
| 1994 | Interleaving Syntax and Semantics in an Effecient Bottom-Up Parser. John Dowding, Robert C. Moore, François Andry, Douglas B. Moran |
| 1994 | Multi-Paragraph Segmentation of Expository Text. Marti A. Hearst |
| 1994 | Multiset-Valued Linear Index Grammars: Imposing Dominance Constraints on Derivations. Owen Rambow |
| 1994 | On Determining the Consistency of Partial Descriptions of Trees. Tom Cornell |
| 1994 | Optimality Theory: Universal Grammar, Learning and Parsing Algorithms, and Connectionist Foundations (Abstract). Paul Smolensky, Bruce Tesar |
| 1994 | Optimizing the Computational Lexicalization of Large Grammars. Christian Jacquemin |
| 1994 | Part-of-Speech Tagging using a Variable Memory Markov Model. Hinrich Schütze, Yoram Singer |
| 1994 | Precise N-Gram Probabilities from Stochastic Context-Free Grammars. Andreas Stolcke, Jonathan Segal |
| 1994 | Priority Union and Generalization in Discourse Grammars. Claire Grover, Chris Brew, Suresh Manandhar, Marc Moens |
| 1994 | Reaping the Benefits of Interactive Syntax and Semantics. Kavi Mahesh |
| 1994 | Relating Complexity to Practical Performance in Parsing with Wide-Coverage Unification Grammars. John Carroll |
| 1994 | Similarity-Based Estimation of Word Cooccurrence Probabilities. Ido Dagan, Fernando C. N. Pereira, Lillian Lee |
| 1994 | Simulating Children's Null Subjects: An Early Language Generation Model. Carole T. Boster |
| 1994 | Speech Dialogue with Facial Displays: Multimodal Human-Computer Conversation. Katashi Nagao, Akikazu Takeuchi |
| 1994 | Temporal Relations Reference or Discourse Coherence? Andrew Kehler |
| 1994 | Tricolor DAGs for Machine Translation. Koichi Takeda |
| 1994 | Verb Semantics and Lexical Selection. Zhibiao Wu, Martha Stone Palmer |
| 1994 | Word-Sense Disambiguation Using Decomposable Models. Rebecca F. Bruce, Janyce Wiebe |