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Towards an Annotated Corpus of Discourse Relations in Hindi

Summary

This workshop paper takes first steps toward a Hindi counterpart of the Penn Discourse Treebank (PDTB). PDTB guidelines were designed for English, and Hindi has free word order (default SOV) and rich, optional case marking, so it is unclear how well they transfer. No ready-made inventory of Hindi connectives existed. A list built from intuition and from translating PDTB connectives turned out to be incomplete, so the authors examined real text: 9 short stories totalling about 8,000 words. From this sample they catalogued explicit connectives by syntactic type and noted where Hindi diverges from the PDTB. They then compared each connective type with its treatment in the existing sentence-level Hindi dependency annotation. Some relations, such as single subordinating conjunctions, are already fully captured there. Others are only partly covered, including paired conjunctions, non-finite subordinators and semantically vague markers. A lexically anchored discourse layer would fill these gaps. The work lays the groundwork for annotation guidelines and a future Hindi Discourse Relation Bank, and adds to cross-linguistic research on connectives.

Key points

  • Data and approach: A pilot study of 9 short stories (about 8,000 words), using the PDTB's lexically grounded method and Arg1/Arg2 naming. It covers explicit connectives only; implicit connectives, senses and attribution are left for future work.
  • Broader coverage than the PDTB: Five connective groups are identified:
    • subordinating conjunctions, often paired across clauses (e.g., "because…therefore");
    • sentential relative pronouns that link eventualities;
    • non-finite subordinators and postpositions;
    • coordinating conjunctions;
    • discourse adverbials.
  • Discovery during annotation: Some functions only appeared in real data. For example, the complementizer ki can also act as a temporal subordinator.
  • Frequencies and constraints: "and" (117 occurrences) and "but" (51) are among the most frequent connectives. The position of conjunctions in their clause is limited; for instance, "because" cannot occur mid-clause. No adverbial had a non-adjacent Arg1.
  • Link to the dependency treebank: The sentence-level dependency labels include rh (cause), k7t (time) and vmod (verbal modifier). Subordinators are not represented as words in these trees, and paired conjunctions are not linked as a single connective, so the discourse layer would add this missing information.

Our summary of the paper, in our own words — not its text. The work belongs to its authors; read it at the links above.

Fields: Linguistics & languages

Topics: Discourse analysis · Treebanks

Cited by

10 papers of our library cite it (of the 140673 whose bibliographies we read); 5 of them have a page here, 5 not yet.

Cite

The paper itself, not this page. BibTeX from the library's record of the work.

@inproceedings{prasad2008annotated,
  title = {{Towards an Annotated Corpus of Discourse Relations in Hindi}},
  author = {Prasad, Rashmi and Husain, Samar and Sharma, Dipti and Joshi, Aravind},
  booktitle = {Proceedings of the 6th Workshop on Asian Language Resources},
  year = {2008},
  url = {https://aclanthology.org/I08-7010/}
}

References

7 references, 3 of them with a card of ours. ↗ leads to the work, «find» searches for one we have no id for yet.

  1. Rafiya Begum, Samar Husain, Arun Dhwaj, Dipti Misra Sharma, Lakshmi Bai, and Rajeev Sangal. 2008. Dependency annotation scheme for Indian languages. In Proceedings of IJCNLP-2008. Hyderabad, India. find
  2. Akshar Bharati, Vineet Chaitanya, and Rajeev Sangal. 1995. Natural Language Processing: A Paninian Perspective. Prentice Hall of India. http://ltrc.iiit.ac.in/downloads/nlpbook/nlppanini.p df. ↗
  3. Manindra K. Verma (ed.). 1993. Complex Predicates in South Asian Languages. New Delhi: Manohar. find
  4. The PDTB-Group. 2006. The Penn Discourse TreeBank 1.0 Annotation Manual. Technical Report IRCS-06-01, IRCS, University of Pennsylvania. find
  5. Bonnie Webber, Aravind Joshi, Matthew Stone, and Alistair Knott. 2003. Anaphora and discourse structure. Computational Linguistics, 29(4):545– 587. find our card
  6. Nianwen Xue. 2005. Annotating Discourse Connectives in the Chinese Treebank. In Proceedings of the ACL Workshop on Frontiers in Corpus Annotation II: Pie in the Sky. Ann Arbor, Michigan. find our card
  7. Deniz Zeyrek and Bonnie Webber. 2008. A Discourse Resource for Turkish: Annotating Discourse Connectives in the METU Corpus. In Proceedings of IJCNLP-2008. Hyderabad, India. find our card

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