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Fact extraction

Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction

Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction

... Furthermore, we carefully investigated the TAC- KBP SF 2012 ground truth corpus and find that 94.36% of the biographical facts are mentioned in a sentence containing indicative fact-specific triggers. For example, ...

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Coupling Label Propagation and Constraints for Temporal Fact Extraction

Coupling Label Propagation and Constraints for Temporal Fact Extraction

... time-aware fact extraction is still in its infancy. An approach toward fact extraction based on coupled semi-supervised learning for information extraction (IE) is NELL (Carlson et ...

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Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification

Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification

... Document Retrieval is a crucial step when build- ing an end-to-end system for fact extraction and verification. Missing a relevant document could lead to missed evidence, while non-relevant doc- uments ...

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Combining Fact Extraction and Verification with Neural Semantic Matching Networks

Combining Fact Extraction and Verification with Neural Semantic Matching Networks

... fact checking. The recent release of the Fact Extraction and VERification (Thorne et al. 2018) (FEVER) dataset not only provides valuable fuel for applying data-driven neural ap- proaches on evidence ...

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SIRIUS LTG: An Entity Linking Approach to Fact Extraction and Verification

SIRIUS LTG: An Entity Linking Approach to Fact Extraction and Verification

... Fact extraction from unstructured text is a task central to knowledge base ...of fact verification, ...The Fact Extraction and VERification (FEVER) shared task 4 (Thorne et ...

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Names and Similarities on the Web: Fact Extraction in the Fast Lane

Names and Similarities on the Web: Fact Extraction in the Fast Lane

... To our knowledge, the only previous study that embeds similarities into the acquisition of extrac- tion patterns is (Stevenson and Greenwood, 2005). The authors present a method for computing pair- wise similarity scores ...

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FEVER: a Large scale Dataset for Fact Extraction and VERification

FEVER: a Large scale Dataset for Fact Extraction and VERification

... Claim verification is also related to the multilin- gual Answer Validation Exercise (Rodrigo et al., 2009) conducted in the context of the TREC shared tasks. Apart from the difference in dataset size (1,000 instances per ...

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Proceedings of the First Workshop on Fact Extraction and VERification (FEVER)

Proceedings of the First Workshop on Fact Extraction and VERification (FEVER)

... Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification. Tuhin Chakrabarty, Tariq Alhindi and Smaranda Muresan . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...

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Structural, Transitive and Latent Models for Biographic Fact Extraction

Structural, Transitive and Latent Models for Biographic Fact Extraction

... biographic fact extraction that model structural, transitive and latent proper- ties of biographical ...graphic fact extraction methods and per- formance is further improved by modeling ...

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ReNoun: Fact Extraction for Nominal Attributes

ReNoun: Fact Extraction for Nominal Attributes

... seed fact extraction, the patterns ReNoun generates clearly show which argument will take the role of the subject, and which will take the role of the ...the fact is being ...seed fact (GM, ...

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Automatic Single Document Key Fact Extraction from Newswire Articles

Automatic Single Document Key Fact Extraction from Newswire Articles

... keyword extraction and summarization are the most prominent ...Keyword extraction aims to identify the most relevant words or phrases in a document, ...Key fact ex- traction falls in between key word ...

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On the Importance of Delexicalization for Fact Verification

On the Importance of Delexicalization for Fact Verification

... While neural networks produce state-of-the-art performance in many NLP tasks, they gener- ally learn from lexical information, which may transfer poorly between domains. Here, we in- vestigate the importance that a model ...

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Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks

Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks

... (Fact Extraction and VERification) task, a shared task that involves selecting sen- tences from Wikipedia and predicting whether a claim is supported by those sentences, re- futed, or there is not enough ...

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Institutionalized Fact Finding at the WTO

Institutionalized Fact Finding at the WTO

... a fact finding role for judges in any tribunal raises concern that the impartiality and objectivity of their rulings will be ...a fact finding role on the part of any court of first instance, such as the ...

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U, M ) is homeomorphic — in fact,

U, M ) is homeomorphic — in fact,

... We have already noted that the proof of this result is formally parallel to the earlier result of Lashof and Rothenberg on smoothing piecewise smooth submanifolds [LR]; the main differen[r] ...

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Nutrient Fact Processing Tool

Nutrient Fact Processing Tool

... 2 has been carried out to meet this main objectives which is to provide a tool which capable in processing image of nutritional fact on food packet.. This tool will provide a detail abou[r] ...

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Police Personality:  Fact or Fiction, The

Police Personality: Fact or Fiction, The

... Bayley and Mendelsohn found that Denver policemen believed they had higher-thanaverage respect in the eyes of the public.N Preiss and Ehrlich found that the state police department they [r] ...

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The New Penology:  Fact or Fiction

The New Penology: Fact or Fiction

... Because there are so few practitioners of the New Penology staffing our correctional services, because the legal framework for the administration of criminal justice is archaic, because [r] ...

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Urban Homicide in Theory and Fact

Urban Homicide in Theory and Fact

... TABLE V PERCENT DISTRIBUTION OF HOMICiDE CASES ACCORDING TO SPECIFIC PLACE OF OCCURRENCE Specific Place of Occurrence.. one kind of point and culminate at another.[r] ...

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Deb8 : collaborative fact checking

Deb8 : collaborative fact checking

... However, this type of debate can be very superficial, tedious or even difficult for the audience to extract any valuable information from [1]. This is further exacerbated if audiences do not have the context or tools to ...

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