A Framework for Annotating Information Structure in Discourse
What it is about
The paper proposes a framework for analysing information structure in conversational English, using the Switchboard corpus. It has two layers. The first is information status (old, mediated or new), which tells whether an entity is accessible to the listener. The second is information structure proper: theme/rheme, which says how each intonation phrase is organised, and kontrast, which marks how salient the speaker wants an entity to be. The authors argue that information structure in English can be analysed only together with prosodic prominence and phrasing. They therefore propose annotating a subset of the corpus for prosody, in stand-off XML in the NXT tool, so that the layers stay independent of the surface syntax. As a demonstration, they annotate 14 noun phrases of one "Pie in the Sky" sentence group, and they show how the theme/rheme split and the prosodic phrase boundaries differ.
Ideas
- I1. Keep information status as a stand-off table keyed by token ids, separate from the parse, as the paper does. Mova's UD trees stay unchanged, and each status label carries the rule that set it.
- I2. Write a decision list for the mediated sub-categories, following the paper's decision tree (for example, a mediated NP with a general sense versus one linked to a situation). Test it on the 14 example NPs first, then on a larger hand-labelled set.
- I3. Derive a first theme/rheme guess from the UD tree: the subject and the words linked to earlier discourse form the theme, and the rest is the rheme. Measure the guess on the paper's example before using it elsewhere.
- I4. Do not claim prosodic results. Without audio, the paper's most important claim cannot be tested in Mova, so mark it as a limit.
For Mova
The chapters are languages/en/29-ellipsis-word-order-information-structure.md and languages/en/30-pragmatics-overview.md. The code is prag/src/frames.rs for the discourse status and en/src/lin.rs for word order. The measure is agreement of the rule-based status and theme/rheme labels with a hand-labelled set, and the size of that set is itself a limit to report.
Library summary
Written for the Research library (claude-opus-5-5) from the paper text, in our own words: the license "CC BY-NC-SA 3.0 (ACL Anthology, before 2016)" does not allow redistributing the text itself. Original — aclanthology.org/W05-0307.pdf
Summary
The paper tackles the lack of agreed annotation standards for information structure in spontaneous dialogue. The authors propose a layered framework for the Switchboard corpus, built with NXT stand-off XML on top of existing Penn Treebank syntax and dialog-act markup. It has two parts.
Information status. Noun phrases are labelled as old, mediated or new, with optional finer subtypes. These subtypes cover bridging, generally known entities, and coreference links.
Information structure. Theme/rheme and background/kontrast are annotated. The authors argue these cannot be separated from prosody: phrasing tracks the theme/rheme split, while prominence reflects information status and kontrast. So a subset of the corpus also receives prosodic labels.
In a two-annotator trial, Kappa agreement on the top-level categories was judged reliable. Agreement fell when subtypes were included, which supports the hierarchical design because annotators can always back off to the main classes. The scheme was then applied to 147 dialogues. The authors also illustrate it on the shared Pie-in-the-Sky sentences.
The resulting resource combines syntax, disfluency, dialog acts, discourse and prosody. It targets work such as paraphrase generation, information extraction, topic detection and dialogue speech synthesis.
Key points
- Corpus and tools: Switchboard contains 2,430 phone conversations, about 3 million words. One third is parsed in the Penn Treebank and tagged with dialog acts. Annotation layers are integrated with NXT, and the TIGER Switchboard filter was used for XML conversion.
- Category inventory: The nine mediated subtypes include aggregation, func value and poss, along with set, event, situation, part, bound and general. Old has six subtypes, including identity, event, general, generic, ident generic and relative. A decision tree resolves cases where several labels fit. WordNet and FrameNet guide bridging decisions.
- Validation trial: Two annotators labelled three dialogues containing 1,738 markables. Of these, 1,502 were evaluated after removing 222 traces and 14 not-understood cases. Old proved easier to agree on than mediated or new.
- Full annotation: Coverage is 147 dialogues, 43,358 sentences and 69,004 markables. These split into 35,299 old, 23,816 mediated and 9,889 new. A further 8,127 were non-applicable, and there are 16,324 coreference links.
- Prosody layer: ToBI break indices 3 and 4 are conflated to mark phrase boundaries. Word-level prominence will be rated on a graded scale, still being calibrated in a pilot. In the Pie-in-the-Sky demo, 14 NPs were labelled for information status.
Cite
@inproceedings{calhoun2005framework,
title = {{A Framework for Annotating Information Structure in Discourse}},
author = {Calhoun, Sasha and Nissim, Malvina and Steedman, Mark and Brenier, Jason},
booktitle = {Proceedings of the Workshop on Frontiers in Corpus Annotations II: Pie in the Sky},
year = {2005},
doi = {10.3115/1608829.1608836},
url = {https://doi.org/10.3115/1608829.1608836}
}References
- G. M. Ayers. 1994. Discourse functions of pitch range in spontaneous and read speech. In J. Venditti, editor, OSU Working Papers in Linguistics, volume 44, pages 1–49. find
- C. F. Baker, C. J. Fillmore, and J. B. Lowe. 1998. The Berkeley FrameNet project. In C. Boitet and P. Whitelock, editors, Proc. COLING-ACL, pages 86–90. find our card
- E. Bard, D. Robertson, and A. Sorace. 1996. Magnitude estimation of linguistic acceptability. Language, 72(1):32–68. S. Baumann, C. Brinckmann, S. Hansen-Schirra, G-J. find
- Kruijff, I. Kruijff-Korbayová, S. Neumann, and E. Teich. 2004. Multi-dimensional annotation of linguistic corpora for investigating information structure. In Proc. NAACL/HLT ”Frontiers in Corpus Annotation”, Boston, MA. find
- M. Beckman and G. Elam. 1997. Guidelines for ToBI Labelling.. The OSU Research Foundation, v.3.0. find
- P. Boersma and D. Weenink. 2003. Praat:doing phonetics by computer. http://www.praat.org. ↗
- J. M. Brenier, D. M. Cer, and D. Jurafsky. 2005. Emphasis detection in speech using acoustic and lexical features. In LSA Annual Meeting, Oakland, CA. find
- S. Calhoun. 2004a. Overloaded ToBI and what to do about it: An argument for function-based phonological intonation categories. In Univ. of Edinburgh Ling. Postgrad. Conf.. find
- S. Calhoun. 2004b. Phonetic dimensions of intonational categories - L+H* and H*. In Prosody 2004, Nara, Japan. find
- J. Carletta, S. Dingare, M. Nissim, and T. Nikitina. 2004. Using the NITE XML Toolkit on the Switchboard Corpus to study syntactic choice: a case study. In Proc. of LREC2004, Lisbon. find
- J. Carletta. 1996. Assessing agreement on classification tasks: the kappa statistic. Comp. Ling., 22(2):249–254. find our card
- H. H. Clark. 1975. Bridging. In R. Schank and B. Nash-Webber, eds, Theoretical Issues in NLP. MIT Press, Cambridge, MA. find
- A. Cutler, D. Dahan, and W. van Donselaar. 1997. Prosody in the comprehension of spoken language: A literature review. Lang. and Sp., 40(2):141–201. find
- S. Davies, M. Poesio, F. Bruneseaux, and L. Romary. 1998. Annotating coreference in dialogues: Proposal for a scheme for MATE, http://www.hcrc.ed.ac.uk/˜poesio/anno_manual.html . ↗
- G. Dogil, J. Kuhn, J. Mayer, G. Mhler, and S. Rapp. 1997. Prosody and discourse structure: Issues and experiments. In Proc. of the ESCA Workshop on Intonation: Theory, Models and Applications, pages 99–102, Athens, Greece. find
- M. Eckert and M. Strube. 2001. Dialogue acts, synchronising units and anaphora resolution. J. of Semantics, 17(1):51–89. find
- C. Fellbaum, editor. 1998. WordNet: An Electronic Lexical Database. MIT Press, Cambridge, MA. find
- J. Godfrey, E. Holliman, and J. McDaniel. 1992. SWITCH-BOARD: Telephone speech corpus for research and development. In Proc. ICASSP-92, pages 517–520. N. Hedberg and JM. find
- Sosa. 2001. The prosodic structure of topic and focus in spontaneous english dialogue. In LSA Workshop on Topic and Focus, Santa Barbara. find
- M. Heldner, E. Strangert, and T. Deschamps. 1999. A focus detector using overall intensity and high frequency emphasis. In Proc. ICPhS-99, vol 2, 1491–1493, San Francisco. find
- J. Hirschberg. 1993. Pitch accent in context: Predicting intonational prominence from text. AI, 63:305–340. find
- YCZ L. Hirschman and N. Chinchor. 1997. MUC-7 coreference task definition. In Proc. of 7 Conf. on Message Understanding. find
- D. R. Ladd. 1996. Intonational Phonology. CUP, UK. find
- K. Lambrecht. 1994. Information structure and sentence form. Topic, focus, and the mental representation of discourse referents. Camb. U. Press, UK. find
- S. Löbner. 1985. Definites. J. of Semantics, 4:279–326. M. Marcus, B. Santorini, and MA. find
- Marcinkiewicz. 1993. Building a large annotated corpus of english: The Penn treebank. Comp. Ling., 19:313–330. find our card
- A. Mengel and W. Lezius. 2000. An XML-based encoding format for syntactically annotated corpora. In Proc. LREC2000,121–126. find
- M. Nissim. 2003. Annotation scheme for information status in dialogue. HCRC, University of Edinburgh. Unpub. ms. find
- M. Nissim, S. Dingare, J. Carletta, and M. Steedman. 2004. An annotation scheme for information status in dialogue. In Proc. LREC2004, Lisbon. find
- R. Passonneau. 1996. Instructions for applying discourse reference annotation for multiple applications (DRAMA). Unpub. ms.. find
- J. Pitrelli, M. Beckman, and J. Hirschberg. 1994. Evaluation of prosodic transcription labelling reliability in the ToBI framework. In Proc. of the 3 Intl. Conf. on Spoken Lge. Proc., vol. 2, pages 123–126. []\ M. Poesio. 2000. The GNOME annotation scheme manual (v.4), http://www.hcrc.ed.ac.uk/˜gnome/anno_manual.html. ↗
- E. F. Prince. 1981. Toward a taxonomy of given-new information. In P. Cole, ed., Radical Pragmatics. Acad. Press, NY. find
- E. Prince. 1992. The ZPG letter: subjects, definiteness, and information-status. In S. Thompson and W. Mann, eds., Discourse description: diverse analyses of a fund raising text, pages 295–325. John Benjamins, Philadelphia/Amsterdam. find
- H.H. Rump and R. Collier. 1996. Focus conditions and the prominence of pitch-accented syllables. Lang. and Sp., 39:1–17. find
- E. Shriberg, P. Taylor, R. Bates, A. Stolcke, K. Ries, D. Jurafsky, N. Coccaro, R. Martin, M. Meteer, and C.V. Ess-Dykema. 1998. Can prosody aid the automatic classification of dialog acts in conversational speech? Lang. and Sp., 41(3-4):439–487. find
- E. Shriberg, A. Stolcke, D. Hakkani-Tür, and G. Tür. 2000. Prosody-based automatic segmentation of speech into sentences and topics. Sp. Comm., 32(2):127–154. find
- M. Steedman. 2000. Information Structure and the Syntax-Phonology Interface. LI, 31(4):649-689. find
- H. Truckenbrodt. 2002. Upstep and embedded register levels. Phonology, 19:77–120. find
- E. Vallduvı́ and M. Vilkuna. 1998. On Rheme and Kontrast. Syntax and Semantics, 29:79-108. find