Paper Group NANR 110
Automatic Identification of Aspectual Classes across Verbal Readings. JUNLP at SemEval-2016 Task 13: A Language Independent Approach for Hypernym Identification. TALN at SemEval-2016 Task 14: Semantic Taxonomy Enrichment Via Sense-Based Embeddings. Deftor at SemEval-2016 Task 14: Taxonomy enrichment using definition vectors. SenticNet 4: A Semantic …
Automatic Identification of Aspectual Classes across Verbal Readings
| Title | Automatic Identification of Aspectual Classes across Verbal Readings |
| Authors | Ingrid Falk, Fabienne Martin |
| Abstract | |
| Tasks | Machine Translation |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/S16-2002/ |
| https://www.aclweb.org/anthology/S16-2002 | |
| PWC | https://paperswithcode.com/paper/automatic-identification-of-aspectual-classes |
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JUNLP at SemEval-2016 Task 13: A Language Independent Approach for Hypernym Identification
| Title | JUNLP at SemEval-2016 Task 13: A Language Independent Approach for Hypernym Identification |
| Authors | Promita Maitra, Dipankar Das |
| Abstract | |
| Tasks | Natural Language Inference, Question Answering, Relation Extraction |
| Published | 2016-06-01 |
| URL | https://www.aclweb.org/anthology/S16-1204/ |
| https://www.aclweb.org/anthology/S16-1204 | |
| PWC | https://paperswithcode.com/paper/junlp-at-semeval-2016-task-13-a-language |
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TALN at SemEval-2016 Task 14: Semantic Taxonomy Enrichment Via Sense-Based Embeddings
| Title | TALN at SemEval-2016 Task 14: Semantic Taxonomy Enrichment Via Sense-Based Embeddings |
| Authors | Luis Espinosa-Anke, Francesco Ronzano, Horacio Saggion |
| Abstract | |
| Tasks | |
| Published | 2016-06-01 |
| URL | https://www.aclweb.org/anthology/S16-1208/ |
| https://www.aclweb.org/anthology/S16-1208 | |
| PWC | https://paperswithcode.com/paper/taln-at-semeval-2016-task-14-semantic |
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Deftor at SemEval-2016 Task 14: Taxonomy enrichment using definition vectors
| Title | Deftor at SemEval-2016 Task 14: Taxonomy enrichment using definition vectors |
| Authors | Hristo Tanev, Agata Rotondi |
| Abstract | |
| Tasks | |
| Published | 2016-06-01 |
| URL | https://www.aclweb.org/anthology/S16-1210/ |
| https://www.aclweb.org/anthology/S16-1210 | |
| PWC | https://paperswithcode.com/paper/deftor-at-semeval-2016-task-14-taxonomy |
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SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives
| Title | SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives |
| Authors | Erik Cambria, Soujanya Poria, Rajiv Bajpai, Bjoern Schuller |
| Abstract | An important difference between traditional AI systems and human intelligence is the human ability to harness commonsense knowledge gleaned from a lifetime of learning and experience to make informed decisions. This allows humans to adapt easily to novel situations where AI fails catastrophically due to a lack of situation-specific rules and generalization capabilities. Commonsense knowledge also provides background information that enables humans to successfully operate in social situations where such knowledge is typically assumed. Since commonsense consists of information that humans take for granted, gathering it is an extremely difficult task. Previous versions of SenticNet were focused on collecting this kind of knowledge for sentiment analysis but they were heavily limited by their inability to generalize. SenticNet 4 overcomes such limitations by leveraging on conceptual primitives automatically generated by means of hierarchical clustering and dimensionality reduction. |
| Tasks | Dimensionality Reduction, Sentiment Analysis |
| Published | 2016-12-01 |
| URL | https://www.aclweb.org/anthology/C16-1251/ |
| https://www.aclweb.org/anthology/C16-1251 | |
| PWC | https://paperswithcode.com/paper/senticnet-4-a-semantic-resource-for-sentiment |
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So-Called Non-Subsective Adjectives
| Title | So-Called Non-Subsective Adjectives |
| Authors | Ellie Pavlick, Chris Callison-Burch |
| Abstract | |
| Tasks | Natural Language Inference |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/S16-2014/ |
| https://www.aclweb.org/anthology/S16-2014 | |
| PWC | https://paperswithcode.com/paper/so-called-non-subsective-adjectives |
| Repo | |
| Framework | |
User Classification with Multiple Textual Perspectives
| Title | User Classification with Multiple Textual Perspectives |
| Authors | Dong Zhang, Shoushan Li, Hongling Wang, Guodong Zhou |
| Abstract | Textual information is of critical importance for automatic user classification in social media. However, most previous studies model textual features in a single perspective while the text in a user homepage typically possesses different styles of text, such as original message and comment from others. In this paper, we propose a novel approach, namely ensemble LSTM, to user classification by incorporating multiple textual perspectives. Specifically, our approach first learns a LSTM representation with a LSTM recurrent neural network and then presents a joint learning method to integrating all naturally-divided textual perspectives. Empirical studies on two basic user classification tasks, i.e., gender classification and age classification, demonstrate the effectiveness of the proposed approach to user classification with multiple textual perspectives. |
| Tasks | Recommendation Systems |
| Published | 2016-12-01 |
| URL | https://www.aclweb.org/anthology/C16-1199/ |
| https://www.aclweb.org/anthology/C16-1199 | |
| PWC | https://paperswithcode.com/paper/user-classification-with-multiple-textual |
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Contrasting Vertical and Horizontal Transmission of Typological Features
| Title | Contrasting Vertical and Horizontal Transmission of Typological Features |
| Authors | Kenji Yamauchi, Yugo Murawaki |
| Abstract | Linguistic typology provides features that have a potential of uncovering deep phylogenetic relations among the world{'}s languages. One of the key challenges in using typological features for phylogenetic inference is that horizontal (spatial) transmission obscures vertical (phylogenetic) signals. In this paper, we characterize typological features with respect to the relative strength of vertical and horizontal transmission. To do this, we first construct (1) a spatial neighbor graph of languages and (2) a phylogenetic neighbor graph by collapsing known language families. We then develop an autologistic model that predicts a feature{'}s distribution from these two graphs. In the experiments, we managed to separate vertically and/or horizontally stable features from unstable ones, and the results are largely consistent with previous findings. |
| Tasks | |
| Published | 2016-12-01 |
| URL | https://www.aclweb.org/anthology/C16-1080/ |
| https://www.aclweb.org/anthology/C16-1080 | |
| PWC | https://paperswithcode.com/paper/contrasting-vertical-and-horizontal |
| Repo | |
| Framework | |
Approximating Givenness in Content Assessment through Distributional Semantics
| Title | Approximating Givenness in Content Assessment through Distributional Semantics |
| Authors | Ramon Ziai, Kordula De Kuthy, Detmar Meurers |
| Abstract | |
| Tasks | Reading Comprehension |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/S16-2026/ |
| https://www.aclweb.org/anthology/S16-2026 | |
| PWC | https://paperswithcode.com/paper/approximating-givenness-in-content-assessment |
| Repo | |
| Framework | |
Nested Propositions in Open Information Extraction
| Title | Nested Propositions in Open Information Extraction |
| Authors | Nikita Bhutani, H. V. Jagadish, Dragomir Radev |
| Abstract | |
| Tasks | Open Information Extraction, Question Answering, Reading Comprehension |
| Published | 2016-11-01 |
| URL | https://www.aclweb.org/anthology/D16-1006/ |
| https://www.aclweb.org/anthology/D16-1006 | |
| PWC | https://paperswithcode.com/paper/nested-propositions-in-open-information |
| Repo | |
| Framework | |
The use of body part terms in Taiwan and China: Analyzing 血 xue blood' and 骨 gu bone’ in Chinese Gigaword v. 2.0
| Title | The use of body part terms in Taiwan and China: Analyzing 血 xue blood' and 骨 gu bone’ in Chinese Gigaword v. 2.0 |
| Authors | Ren-feng Duann, Chu-Ren Huang |
| Abstract | |
| Tasks | |
| Published | 2016-10-01 |
| URL | https://www.aclweb.org/anthology/Y16-3024/ |
| https://www.aclweb.org/anthology/Y16-3024 | |
| PWC | https://paperswithcode.com/paper/the-use-of-body-part-terms-in-taiwan-and |
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Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression
| Title | Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression |
| Authors | Terra Blevins, Robert Kwiatkowski, Jamie MacBeth, Kathleen McKeown, Desmond Patton, Owen Rambow |
| Abstract | Violence is a serious problems for cities like Chicago and has been exacerbated by the use of social media by gang-involved youths for taunting rival gangs. We present a corpus of tweets from a young and powerful female gang member and her communicators, which we have annotated with discourse intention, using a deep read to understand how and what triggered conversations to escalate into aggression. We use this corpus to develop a part-of-speech tagger and phrase table for the variant of English that is used and a classifier for identifying tweets that express grieving and aggression. |
| Tasks | |
| Published | 2016-12-01 |
| URL | https://www.aclweb.org/anthology/C16-1207/ |
| https://www.aclweb.org/anthology/C16-1207 | |
| PWC | https://paperswithcode.com/paper/automatically-processing-tweets-from-gang |
| Repo | |
| Framework | |
Knowledge Base Population for Organization Mentions in Email
| Title | Knowledge Base Population for Organization Mentions in Email |
| Authors | Ning Gao, Mark Dredze, Douglas Oard |
| Abstract | |
| Tasks | Entity Linking, Knowledge Base Population, Slot Filling |
| Published | 2016-06-01 |
| URL | https://www.aclweb.org/anthology/W16-1305/ |
| https://www.aclweb.org/anthology/W16-1305 | |
| PWC | https://paperswithcode.com/paper/knowledge-base-population-for-organization |
| Repo | |
| Framework | |
Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems
| Title | Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems |
| Authors | Dario Bertero, Farhad Bin Siddique, Chien-Sheng Wu, Yan Wan, Ricky Ho Yin Chan, Pascale Fung |
| Abstract | |
| Tasks | Dialogue Management, Emotion Recognition, Feature Engineering, Sentiment Analysis, Speech Recognition |
| Published | 2016-11-01 |
| URL | https://www.aclweb.org/anthology/D16-1110/ |
| https://www.aclweb.org/anthology/D16-1110 | |
| PWC | https://paperswithcode.com/paper/real-time-speech-emotion-and-sentiment |
| Repo | |
| Framework | |
Summarising the points made in online political debates
| Title | Summarising the points made in online political debates |
| Authors | Charlie Egan, Advaith Siddharthan, Adam Wyner |
| Abstract | |
| Tasks | Argument Mining |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/W16-2816/ |
| https://www.aclweb.org/anthology/W16-2816 | |
| PWC | https://paperswithcode.com/paper/summarising-the-points-made-in-online |
| Repo | |
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