Zobrazeno 1 - 10
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pro vyhledávání: '"Pal, Kuntal Kumar"'
In community question-answering platforms, tags play essential roles in effective information organization and retrieval, better question routing, faster response to questions, and assessment of topic popularity. Hence, automatic assistance for predi
Externí odkaz:
http://arxiv.org/abs/2307.01420
Event detection refers to identifying event occurrences in a text and comprises of two subtasks; event identification and classification. We present EDM3, a novel approach for Event Detection that formulates three generative tasks: identification, cl
Externí odkaz:
http://arxiv.org/abs/2305.16357
With recent trends indicating cyber crimes increasing in both frequency and cost, it is imperative to develop new methods that leverage data-rich hacker forums to assist in combating ever evolving cyber threats. Defining interactions within these for
Externí odkaz:
http://arxiv.org/abs/2303.05400
Autor:
Pal, Kuntal Kumar, Kashihara, Kazuaki, Anantheswaran, Ujjwala, Kuznia, Kirby C., Jagtap, Siddhesh, Baral, Chitta
With the increase in cybersecurity vulnerabilities of software systems, the ways to exploit them are also increasing. Besides these, malware threats, irregular network interactions, and discussions about exploits in public forums are also on the rise
Externí odkaz:
http://arxiv.org/abs/2302.10346
Autor:
Gupta, Himanshu, Varshney, Neeraj, Mishra, Swaroop, Pal, Kuntal Kumar, Sawant, Saurabh Arjun, Scaria, Kevin, Goyal, Siddharth, Baral, Chitta
In current NLP research, large-scale language models and their abilities are widely being discussed. Some recent works have also found notable failures of these models. Often these failure examples involve complex reasoning abilities. This work focus
Externí odkaz:
http://arxiv.org/abs/2210.07471
Autor:
Wang, Yizhong, Mishra, Swaroop, Alipoormolabashi, Pegah, Kordi, Yeganeh, Mirzaei, Amirreza, Arunkumar, Anjana, Ashok, Arjun, Dhanasekaran, Arut Selvan, Naik, Atharva, Stap, David, Pathak, Eshaan, Karamanolakis, Giannis, Lai, Haizhi Gary, Purohit, Ishan, Mondal, Ishani, Anderson, Jacob, Kuznia, Kirby, Doshi, Krima, Patel, Maitreya, Pal, Kuntal Kumar, Moradshahi, Mehrad, Parmar, Mihir, Purohit, Mirali, Varshney, Neeraj, Kaza, Phani Rohitha, Verma, Pulkit, Puri, Ravsehaj Singh, Karia, Rushang, Sampat, Shailaja Keyur, Doshi, Savan, Mishra, Siddhartha, Reddy, Sujan, Patro, Sumanta, Dixit, Tanay, Shen, Xudong, Baral, Chitta, Choi, Yejin, Smith, Noah A., Hajishirzi, Hannaneh, Khashabi, Daniel
How well can NLP models generalize to a variety of unseen tasks when provided with task instructions? To address this question, we first introduce Super-NaturalInstructions, a benchmark of 1,616 diverse NLP tasks and their expert-written instructions
Externí odkaz:
http://arxiv.org/abs/2204.07705
Autor:
Pal, Kuntal Kumar, Baral, Chitta
The transformer-based pre-trained language models have been tremendously successful in most of the conventional NLP tasks. But they often struggle in those tasks where numerical understanding is required. Some possible reasons can be the tokenizers a
Externí odkaz:
http://arxiv.org/abs/2109.04672
Autor:
Pal, Kuntal Kumar, Kashihara, Kazuaki, Banerjee, Pratyay, Mishra, Swaroop, Wang, Ruoyu, Baral, Chitta
Following procedural texts written in natural languages is challenging. We must read the whole text to identify the relevant information or identify the instruction flows to complete a task, which is prone to failures. If such texts are structured, w
Externí odkaz:
http://arxiv.org/abs/2105.14357
Decompilation is the procedure of transforming binary programs into a high-level representation, such as source code, for human analysts to examine. While modern decompilers can reconstruct and recover much information that is discarded during compil
Externí odkaz:
http://arxiv.org/abs/2103.12801
Question answering (QA) in natural language (NL) has been an important aspect of AI from its early days. Winograd's ``councilmen'' example in his 1972 paper and McCarthy's Mr. Hug example of 1976 highlights the role of external knowledge in NL unders
Externí odkaz:
http://arxiv.org/abs/2003.03446