Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs

It is our great pleasure to welcome you to the 25th International World Wide Web Conference, WWW 2016. For more than two decades, WWW has been the premier venue for researchers, academics, businesses, and standard bodies to come together and discuss latest updates on the state and evolutionary path of the Web. The conference program of WWW 2016 consists of 11 tracks for refereed research papers, as well as a poster track, a demonstration track, a developers track, an industry track, a Ph.D. symposium track, panels, tutorials, workshops, and a W3C track. Several co-located and special events will also be part of the general program. As in previous years, updates and changes were made to ensure that track topics correctly reflect the key research areas of interest in the WWW community. The research tracks are: Behavioral Analysis and PersonalizationContent AnalysisCrowdsourcing Systems and Social MediaEconomics and MarketsMobilitySecurity and PrivacySemantics and Big DataSocial Networks and Graph AnalysisWeb MiningWeb ScienceWeb Search Systems and Applications The research tracks attracted submissions from all over the world. Submissions were rigorously reviewed, with each paper receiving at least three reviews. During a discussion phase, reviewers and track chairs discussed reviews in detail. For consistency across tracks, final decisions on papers were made at a face-toface PC meeting of all track chairs and the PC chairs. Of the 727 papers submitted to the research tracks, 115 were accepted for an acceptance rate of less than 16%.

Anagha Kulkarni, Parin Rajesh Jhaveri, Prasha Shrestha, Yu Tong Han, Reza Amini, Behrouz Madahian. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 5: Industry Track). 2026.

Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Ahmed Kirmani, Babak Damavandi. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 5: Industry Track). 2026.

Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 6: Industry Track). 2024.

Anubhav Shrimal, Avi Jain, Kartik Mehta, Promod Yenigalla. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track. 2022.

Biplob Biswas, Renhao Cui, Rajiv Ramnath. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track. 2022.

Joanna Bitton, Maya Pavlova, Ivan Evtimov. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track. 2022.

Kasturi Bhattacharjee, Rashmi Gangadharaiah, Kathleen McKeown, Dan Roth. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track. 2022.

COLING is held every other year under the auspices of ICCL.This conference is to discuss theoretical and practical problems occurring when languages are handled by computer. The discussion covers a wide range of linguistic issues and their computer implementation. These include: (a) linguistic theories such as syntax, semantics, and discourse problems; (b) linguistic data such as dictionaries and text corpora; (c) algorithms for analysis and synthesis; (d) experimental systems for language understanding and dialogue; and (e) application systems such as those involving machine translation and man-machine interface. This conference provides the bases and technologies essential for the future information society.The 1st International Conference was held in New York in 1965, and the 8th Conference was in Tokyo in 1980. The 15th Conference in Kyoto will be a good opportunity to learn what role languages will play in the information- and multimedia-oriented society. We expect this Conference to promote greater development in this field.

We are delighted to join Ari Juels in welcoming you to the 13th ACM Conference on Computer and Communications Security, held October 30 to November 3, 2006 at the Hilton Alexandria Mark Center, Alexandria, Virginia, USA. These proceedings contain 38 papers presented in the research track and a paper contributed by our keynote speaker, Peter Neumann. The conference also comprises an industry track, tutorials, and workshops.The 38 research track papers contained in this proceedings were selected from 256 received submissions. These submissions were carefully reviewed by at least three members of the program committee, or four in the case of papers authored by program committee members. Reviewing was double-blind, meaning that the program committee was not able to see the names and affiliations of the authors, and the authors were not told which committee members reviewed which papers. Program committee members were allowed to use external reviewers, but were responsible for the contents of the review and representing papers during the decision making. The review phase was followed by a three-week discussion phase in which each paper with at least one supporting review was discussed, outside experts were consulted where needed, and final decisions were made.

On behalf of the entire Organizing Committee it is our great pleasure to welcome you to the 8th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, an internationally renowned forum for researchers, practitioners, and educators to present and discuss the most recent innovations, trends, experiences, and challenges in the field of software engineering. Every second year FSE is jointly organized with ESEC on the Old Continent of Europe. This year's host city is Szeged in the South of Hungary. Szeged, which has always been referred to as the city of sunshine, is simply beautiful and has an atmosphere that no other city has in Hungary. Its sights, like the Votive church, the Synagogue, the Hero's Arch, and the University of Szeged all give a distinct character to the town. From September until late June, the local cafés, restaurants, shops, and streets are all noisy from the lively bustle of university students and the whole town is turned into a nest of youthful spirit. Let us invite you to be part of this unique atmosphere and enjoy your stay during the ESEC/FSE 2011 Conference. This year's program promises to be very exciting. The research track call for papers attracted 203 papers from all continents. After extensive virtual and physical discussions, the Program Committee accepted 34 papers covering a large veriety of software engineering topics -- ranging from mining software archives and empirical studies over program analysis and testing to collaboration, models, and requirements. Three papers received an ACM SIGSOFT Distinguished Paper Award; they are marked in the table of contents. With this ESEC/FSE, we especially wanted to encourage authors to provide artifacts -- tools or data sets that would help others to build on earlier work. A third of the authors of accepted papers submitted artifacts, judged and assessed by an Artifact Evaluation Board. Authors were enthusiastic about participating and eager to improve their packages, further motivated by a 1,000 US$ Best Artifact Award from Microsoft Research. Overall, seven artifacts were found to meet or exceed expectations, and thus are especially recommended by the Board as a base for future research; you will find them marked in the table of contents. The whole-day industrial track is another newly added element of the ESEC/FSE program with the purpose to facilitate an open exchange of ideas between academic researchers and practitioners in industry. ESEC/FSE 2011 will also feature Technical Briefings, an all-day event for communicating the state of topics related to software engineering. This year's conference also offers a comprehensive student program, including the Doctoral Symposium, the Technical Briefings and the PhD Working Groups (PWGs). PWGs are offered for PhD students and other young (pre-doc) researchers with the aim of providing them with the opportunity to meet prominent senior researchers in certain software engineering fields and work with them throughout the conference week.

Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers. 2017.

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers

Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha, Noam Slonim. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers. 2017.

We are delighted to present you with this volume containing the papers accepted for presentation at the 12th Conference of the European Chapter of the Association for Computational Linguistics, held in Athens, Greece, from March 30th till April 3rd 2009. EACL 2009 received yet another record-breaking number of submissions, with 360 valid submissions against 264 for EACL 2006 and 181 for EACL 2003. Thanks to the new policy adopted by EACL regarding modes of presentation, we were nonetheless able to accept 100 papers (of which 2 were later withdrawn), achieving a healthy acceptance rate of 28% against only 20% in 2006 and 27% in 2003. Indeed, in 2009, the EACL conference will renew its format by having the main conference papers presented either as regular talks or as posters, with posters getting both a ten-minute quick-fire presentation in a thematic session and a one-hour discussion period in a traditional poster session. EACL 2009 will thus feature 41 posters and 57 talks, all with equal status in terms of quality and appearance in the proceedings. Not only does this move towards a balanced mix of traditional talks, quick-fire presentations and poster sessions allow us to maintain a reasonable acceptance rate, we also believe that it will increase interaction between researchers and contribute to a more lively scientific exchange. The increased number of submissions naturally comes with an increased reviewing load and we are greatly indebted to the 11 area chairs who recruited 449 reviewers and managed the reviewing process in their areas. Each paper submission was reviewed by three reviewers, who were furthermore encouraged to discuss any divergences they might have, and the papers in each area were ranked by the area chair. The final selection was made by the program co-chairs after an independent check of all reviews and discussions with the area chairs.