Семантикалық Өкілдіктер

otherentity ID: semanticrepresentations

Related Papers

On Reasoning with Ambiguities

Authors: nan

Publication: TIPSTER (1995)

DOI: nan

The paper adresses the problem of reasoning with ambiguities. Semantic representations are presented that leave scope relations between quantifiers and/or other operators unspecified. Truth conditions are provided for these representations …...

43959

Underspecified Japanese Semantics in a Machine Translation System

Authors: nan

Publication: TIPSTER (1996)

DOI: nan

Semantic representations which are underspecified with respect to, for example, scope, have recently attracted much attention. Most research in this area has focused on treating English language phenomena in a …...

363

A Statistical Semantic Parser that Integrates Syntax and Semantics

Authors: nan

Publication: TIPSTER (2005)

DOI: nan

We introduce a learning semantic parser, SCISSOR, that maps natural-language sen- tences to a detailed, formal, meaning- representation language. It first uses an integrated statistical parser to pro- duce a …...

42390

Learning to Generate Naturalistic Utterances Using Reviews in Spoken Dialogue Systems

Authors: nan

Publication: TIPSTER (2006)

DOI: nan

Spoken language generation for dialogue systems requires a dictionary of mappings between semantic representations of con- cepts the system wants to express and re- alizations of those concepts. Dictionary creation …...

6737

Multi-Modal Models for Concrete and Abstract Concept Meaning

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

AbstractMulti-modal models that learn semantic representations from both linguistic and perceptual input outperform language-only models on a range of evaluations, and better reflect human concept acquisition. Most perceptual input to …...

19868

Multilingual Models for Compositional Distributed Semantics

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

We present a novel technique for learn- ing semantic representations, which ex- tends the distributional hypothesis to mul- tilingual data and joint-space embeddings. Our models leverage parallel data and learn …...

40652

A large annotated corpus for learning natural language inference

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

Understanding entailment and contradic- tion is fundamental to understanding nat- ural language, and inference about entail- ment and contradiction is a valuable test- ing ground for the development of seman- …...

34779

Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

In hierarchical phrase-based translation, coarse-grained nonterminal Xs may gen- erate inappropriate translations due to the lack of sufficient information for phrasal substitution. In this paper we propose a framework to …...

34523

Learning to Make Inferences in a Semantic Parsing Task

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractWe introduce a new approach to training a semantic parser that uses textual entailment judgements as supervision. These judgements are based on high-level inferences about whether the meaning of one …...

27099

LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWhile word embeddings are now a de facto standard representation of words in most NLP tasks, recently the attention has been shifting towards vector representations which capture the different meanings, …...

39794

Semantic Expressive Capacity with Bounded Memory

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWe investigate the capacity of mechanisms for compositional semantic parsing to describe relations between sentences and semantic representations. We prove that in order to represent certain relations, mechanisms which are …...

39948

Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractParaphrases refer to texts that convey the same meaning with different expression forms. Pivot-based methods, also known as the round-trip translation, have shown promising results in generating high-quality paraphrases. However, …...

31754

Word Representation Learning in Multimodal Pre-Trained Transformers: An Intrinsic Evaluation

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThis study carries out a systematic intrinsic evaluation of the semantic representations learned by state-of-the-art pre-trained multimodal Transformers. These representations are claimed to be task-agnostic and shown to help on …...

26686

Building Analyses from Syntactic Inference in Local Languages: An HPSG Grammar Inference System

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe present a grammar inference system that leverages linguistic knowledge recorded in the form of annotations in interlinear glossed text (IGT) and in a meta-grammar engineering system (the LinGO Grammar …...

18307