| 1987 | - | Women, Fire, and Dangerous Things - Lakoff | :: | 25 |
| 1996 | - | A computational study of cross-situational techniques for learning word-to-meaning mappings - Siskind | :: | 24 |
| 1995 | - | Constructions: A construction grammar approach to argument structure - Goldberg | :: | 19 |
| 1994 | - | Bayesian Learning of Probabilistic Language Models - Stolcke | :: | 11 |
| 1996 | - | The Human Semantic Potential - Regier | :: | 5 |
| 1985 | - | Crosslinguistic evidence for the language-making capacity - Slobin | :: | 5 |
| 1991 | - | The CHILDES project: Tools for analyzing talk - MacWhinney | :: | 5 |
| 1991 | - | Concept, Image, and Symbol: The Cognitive Basis of Grammar - Langacker | :: | 4 |
| 1992 | - | First verbs: A case study of early grammatical development - Tomasello | :: | 4 |
| 1997 | - | When Push Comes to Shove: A Computational Model of the Role of Motor Control in the Acquisition of Action Verbs - Bailey | :: | 3 |
| 2001 | - | Grounded Learning of Grammatical Constructions - Chang,Maia | :: | 3 |
| 1999 | - | An efficient, probabilistically sound algorithm for segmentation and word discovery - Brent | :: | 3 |
| 1973 | - | One word at a time: the use of single word utterances before syntax - Bloom | :: | 2 |
| 1998 | - | Learning audio-visually grounded words from natural input - Roy,Pentland | :: | 1 |