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material ID: fourdatasets

Related Papers

Frame Semantics for Stance Classification

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

Determining the stance expressed by an author from a post written for a two-sided debate in an online debate forum is a relatively new problem in opinion min- ing. We …...

42202

Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractCan attention- or gradient-based visualization techniques be used to infer token-level labels for binary sequence tagging problems, using networks trained only on sentence-level labels? We construct a neural network architecture …...

22350

Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractA noun compound is a sequence of contiguous nouns that acts as a single noun, although the predicate denoting the semantic relation between its components is dropped. Noun Compound Interpretation …...

29670

End-to-End Neural Discourse Deixis Resolution in Dialogue

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe adapt Lee et al.’s (2018) span-based entity coreference model to the task of end-to-end discourse deixis resolution in dialogue, specifically by proposing extensions to their model that exploit task-specific …...

29915

Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractZero-shot cross-lingual named entity recognition (NER) aims at transferring knowledge from annotated and rich-resource data in source languages to unlabeled and lean-resource data in target languages. Existing mainstream methods based …...

30807

Learning Latent Relations for Temporal Knowledge Graph Reasoning

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractTemporal Knowledge Graph (TKG) reasoning aims to predict future facts based on historical data. However, due to the limitations in construction tools and data sources, many important associations between entities …...

37909

Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractMulti-hop reasoning, a prevalent approach for query answering, aims at inferring new facts along reasonable paths over a knowledge graph. Reinforcement learning methods can be adopted by formulating the problem …...

42801