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Marko Tadic

Publications and source records attributed to Marko Tadic.

17 recordsLinked to original sources

Multi-task Learning for Cross-Lingual Sentiment Analysis

This paper presents a cross-lingual sentiment analysis of news articles using zero-shot and few-shot learning. The study aims to classify the Croatian news articles with positive, negative, and neutral sentiments using the Slovene dataset. The system is based on a trilingual BERT-based model trained in three languages: English, Slovene, Croatian. The paper analyses different setups using datasets in two languages and proposes a simple multi-task model to perform sentiment classification. The evaluation is performed using the few-shot and zero-shot scenarios in single-task and multi-task experiments for Croatian and Slovene.

cs.CL

UNER: Universal Named-Entity RecognitionFramework

We introduce the Universal Named-Entity Recognition (UNER)framework, a 4-level classification hierarchy, and the methodology that isbeing adopted to create the first multilingual UNER corpus: the SETimesparallel corpus annotated for named-entities. First, the English SETimescorpus will be annotated using existing tools and knowledge bases. Afterevaluating the resulting annotations through crowdsourcing campaigns,they will be propagated automatically to other languages within the SE-Times corpora. Finally, as an extrinsic evaluation, the UNER multilin-gual dataset will be used to train and test available NER tools. As part offuture research directions, we aim to increase the number of languages inthe UNER corpus and to investigate possible ways of integrating UNERwith available knowledge graphs to improve named-entity recognition.

cs.CL

Unitarizability in Corank Three for Classical p-adic Groups

Let G be the F-points of a classical group defined over a p-adic field F of characteristic 0. We classify the irreducible unitarizable representation of G that are subquotients of the parabolic induction of cuspidal representations of Levi subgroup of corank at most 3 in G.

math.RT

On unitarizability in the case of classical p-adic groups

In the introduction of this paper we discuss a possible approach to the unitarizability problem for classical p-adic groups. In this paper we give some very limited support that such approach is not without chance. In a forthcoming paper we shall give additional evidence in generalized cuspidal rank (up to) three.

math.RT

Unitarizability in generalized rank three for classical p-adic groups

In an earlier paper we propose an approach to the unitarizability problem in the case of classical groups over a p-adic field of characteristic zero based on cuspidal reducibility points. We have reduced earlier the unitarizability for these groups to the case of so called weakly real representations. Following C. Jantzen, to an irreducible weakly real representation $\pi$ of a classical group one can attach a sequence ($\pi_1,\dots,\pi_k)$ of irreducible representations of classical groups, each of them supported by a line of cuspidal representations $X_\rho$ of general linear groups containing a selfcontragredient representation $\rho$, and an irreducible cuspidal representation $\sigma$ of a classical group. The first question is if $\pi$ is unitarizable if and only if all $\pi_i$ are unitarizable. Further, the pair $\rho,\sigma$ determines the non-negative reducibility exponent $\alpha_{\rho,\sigma}\in\frac12\mathbb Z$ among $\rho$ and $\sigma$. The question is if the unitarizability of irreducible representations supported by $X_\rho\cup \sigma$ depends only on $\alpha_{\rho,\sigma}$. Following the above proposed strategy, in this paper we solve the unitarizability problem for irreducible subquotients of representations Ind$_P^G(\tau)$, where G is a classical group over a p-adic field of characteristic zero, P is a parabolic subgroup of G of the generalized rank (at most) 3 and $\tau$ is an irreducible cuspidal representation of a Levi factor M of P. As a consequence, this gives also a solution of the unitarizability problem for classical p-adic groups of the split rank (at most) three. This paper also provides some very limited support for the possibility of the above approach to the unitarizability could work in general.

math.RT

Two simple observations on representations of metaplectic groups

M. Hanzer and I. Matic have proved that the genuine unitary principal series representations of the metaplectic groups are irreducible. A simple consequence of that paper is a criterion for the irreducibility of the non-unitary principal series representations of the metaplectic groups that we give in this paper.

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On unitarity of some representatations of classical p-adic groups I

In the case of p-adic general linear groups, each irreducible representation is parabolically induced by a tensor product of irreducible representations supported by cuspidal lines. One gets in this way a parameterization of the irreducible representations of p-adic general linear groups by irreducible representations supported by cuspidal lines. It is obvious that in this correspondence an irreducible representation of a p-adic general linear group is unitarizable if and only if all the corresponding irreducible representations supported by cuspidal lines are unitarizable. C. Jantzen has defined an analogue of such correspondence for irreducible representations of classical p-adic groups. It would have interesting consequences if one would know that the unitarizability is also preserved in this case. A purpose of this paper and its sequel, is to give some very limited support for possibility of such preservation of the unitarizability. More precisely, we show that if we have an irreducible unitarizable representation $\pi$ of a classical p-adic group whose one attached representation $\pi_L$ supported by a cuspidal line $L$ has the same infinitesimal character as the generalized Steinberg representation supported by that cuspidal line, then $\pi_L$ is unitarizable.

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On unitarity of some representations of classical p-adic groups II

C. Jantzen has defined a correspondence which attaches to an irreducible representation of a classical $p$-adic group, a finite set of irreducible representations of classical $p$-adic groups supported in a single or in two cuspidal lines (the case of the single cuspidal lines is interesting for the unitarizability). It would be important to know if this correspondence preserves the unitarizability (in both directions). The main aim of this paper is to complete the proof started in the previous paper of the fact that if we have an irreducible unitarizable representation $\pi$ of a classical $p$-adic group whose one attached representation $X_\rho(\pi)$ supported by a cuspidal line, has the same infinitesimal character as the generalized Steinberg representation supported in that line, then $X_\rho(\pi)$ is unitarizable.

math.RT

Some bounds on unitary duals of classical groups - non-archimeden case

In the first part of the paper we give some bounds for domains where the unitarizabile subquotients can show up in the parabolically induced representations of classical p-adic groups. Roughly, it can show up only if the central character of the inducing irreducible cuspidal representation is dominated in an appropriate way by the square root of the modular character of minimal parabolic subgroup. For representations supported by fixed parabolic subgroup, a more precise bound is given. There are also bounds for specific Bernstein components. A number of these upper bounds are best possible. The second part of the paper addresses a question how far is the trivial representation from the rest of the unramified automorphic dual. By a result of L. Clozel, trivial representation is isolated in the automorphic dual of a split rank one semisimple group over a completion of a global field, but it is very seldom isolated in the unitary dual (it can happen only in the archimedes cases). Further, the level of isolation in the case of SL(2) is important for the number theory. For the higher rank groups, the trivial representation is always isolated in the unitary dual by an old result of D. Kazhdan. Still, we may ask if the level of isolation is higher in the case of the automorphic duals. We show that the answer is negative to this question for symplectic p-adic groups.

math.RT

Remark on representation theory of general linear groups over a non-archimedean local division algebra

In this paper we give a simple (local) proof of two principal results about irreducible tempered representations of general linear groups over a non-archimedean local division algebra. We give a proof of the parameterization of the irreducible square integrable representations of these groups by segments of cuspidal representations, and a proof of the irreducibility of the tempered parabolic induction. Our proofs are based on Jacquet modules (and the Geometric Lemma, incorporated in the structure of a Hopf algebra). We use only some very basic general facts of the representation theory of reductive p-adic groups (the theory that we use was completed more then three decades ago, mainly in 1970-es). Of the specific results for general linear groups over A, basically we use only a very old result of G.I. Olshanskii, which says that there exist complementary series starting from $Ind(\rho\otimes\rho)$ whenever $\rho$ is a unitary irreducible cuspidal representation. In appendix of the paper "On parabolic induction on inner forms of the general linear group over a non-archimedean local field" of E. Lapid and A. Minguez, there is also a simple local proof of these results, based on a slightly different approach.

math.RT

On Jacquet modules of representations of segment type

We study representations of segment type of groups Sp(n) and SO(2n+1, F) over a local non-archimedean field, which play a fundamental role in the constructions of discrete series, and obtain a complete description of the Jacquet modules of these representations. Also, we provide an alternative way for determination of Jacquet modules of strongly positive discrete series and a description of top Jacquet modules of general discrete series. In this version are corrected few typographical errors which exist in the published version of this paper (see page 5 of the paper for more details).

math.RT

On reducibility points beyond ends of complementary series of p-adic GL(n)

In this paper we consider reducibility points beyond the ends of complementary series of general linear groups over a p-adic field, which start with Speh representations. We describe explicitly the composition series of the representations at these reducibility points. They are multiplicities one representations, and they can be of arbitrary length. We give Langlands parameters of all the irreducible subquotients.

math.RT

On interactions between harmonic analysis and the theory of automorphic forms

In this paper we review some connections between harmonic analysis and the modern theory of automorphic forms. We indicate in some examples how the study of problems of harmonic analysis brings us to the important objects of the theory of automorphic forms, and conversely. We consider classical groups and their unitary, tempered, automorphic and unramified duals. The most important representations in our paper are the isolated points in these duals.

math.RT

On tempered and square integrable representations of classical p-adic groups

This paper has two aims. The first is to give a description of irreducible tempered representations of classical p-adic groups which follows naturally the classification of irreducible square integrable representations modulo cuspidal data obtained by C. Moeglin and the author. The second aim of the paper is to give description of an invariant (partially defined function) of irreducible square integrable representation of a classical p-adic group (defined by C. Moeglin using embeddings) in terms of subquotients of Jacquet modules. As an application, we describe behavior of partially defined function in one construction of square integrable representations of a bigger group from such representations of a smaller group (which is related to deformation of Jordan blocks of representations).

math.RT

Irreducibility criterion for representations induced by essentially unitary ones (case of non-archimedean GL(n,A)

Let A be a finite dimensional central division algebra over a local non-archimedean field F. Fix any parabolic subgroup P of GL(n,A) and a Levi factor M of P. Let \pi be an irreducible unitary representation of M and \phi (not necessarily unitary) character of M. We give an explicit necessary and sufficient condition for the parabolically induced representation Ind(\phi\pi) of GL(n,A) to be irreducible.

math.RT

An external approach to unitary representations

The main aim of this paper is to present the ideas which lead first to the solution of the unitarizability problem for $\GL(n)$ over nonarchimedean local fields and to the recognition that the same result holds over archimedean local fields, a result which was proved by Vogan using an internal approach. Let us say that the approach that we are going to present may be characterized as external. At no point do we go into the internal structure of representations.

math.RT